pls/0000755000176200001440000000000014525762273011065 5ustar liggesuserspls/NAMESPACE0000644000176200001440000000503114421502345012266 0ustar liggesusers# Generated by roxygen2: do not edit by hand S3method(MSEP,mvr) S3method(R2,mvr) S3method(RMSEP,mvr) S3method(as.data.frame,mvrVal) S3method(biplot,mvr) S3method(coef,mvr) S3method(fitted,mvr) S3method(loadingplot,default) S3method(loadings,default) S3method(makepredictcall,msc) S3method(makepredictcall,stdized) S3method(model.frame,mvr) S3method(model.matrix,mvr) S3method(plot,loadings) S3method(plot,mvr) S3method(plot,mvrVal) S3method(plot,scores) S3method(predict,msc) S3method(predict,mvr) S3method(predict,stdized) S3method(predplot,default) S3method(predplot,mvr) S3method(print,jacktest) S3method(print,mvr) S3method(print,mvrVal) S3method(residuals,mvr) S3method(scoreplot,default) S3method(scores,default) S3method(summary,mvr) S3method(vcov,mvr) export(MSEP) export(R2) export(RMSEP) export(Yloadings) export(Yscores) export(coefplot) export(compnames) export(corrplot) export(cppls) export(cppls.fit) export(crossval) export(cvsegments) export(explvar) export(jack.test) export(kernelpls.fit) export(loading.weights) export(loadingplot) export(loadings) export(msc) export(mvr) export(mvrValstats) export(oscorespls.fit) export(pcr) export(pls.options) export(plsr) export(prednames) export(predplot) export(predplotXy) export(respnames) export(scoreplot) export(scores) export(selectNcomp) export(simpls.fit) export(stdize) export(svdpc.fit) export(validationplot) export(var.jack) export(widekernelpls.fit) importFrom(grDevices,dev.interactive) importFrom(grDevices,devAskNewPage) importFrom(graphics,abline) importFrom(graphics,arrows) importFrom(graphics,axTicks) importFrom(graphics,axis) importFrom(graphics,legend) importFrom(graphics,matplot) importFrom(graphics,mtext) importFrom(graphics,pairs) importFrom(graphics,par) importFrom(graphics,plot) importFrom(graphics,points) importFrom(graphics,segments) importFrom(graphics,text) importFrom(graphics,title) importFrom(methods,hasArg) importFrom(stats,.checkMFClasses) importFrom(stats,coef) importFrom(stats,cor) importFrom(stats,delete.response) importFrom(stats,drop.terms) importFrom(stats,fitted) importFrom(stats,formula) importFrom(stats,makepredictcall) importFrom(stats,median) importFrom(stats,model.frame) importFrom(stats,model.matrix) importFrom(stats,model.response) importFrom(stats,na.omit) importFrom(stats,na.pass) importFrom(stats,napredict) importFrom(stats,optimize) importFrom(stats,predict) importFrom(stats,printCoefmat) importFrom(stats,pt) importFrom(stats,residuals) importFrom(stats,runif) importFrom(stats,sd) importFrom(stats,terms) importFrom(stats,update) importFrom(stats,var) pls/data/0000755000176200001440000000000014421462223011761 5ustar liggesuserspls/data/yarn.RData0000644000176200001440000005667014421462223013665 0ustar liggesusers7zXZi"6!X]|])TW"nRʟXH#&'ƯN@>xU3AJi,׭9Gb_C 5< ^Ipذ^<}N4rZG'Mlrss)i-3p-X ,&UWX.P97渳G ;bMZ2 oƋd [į7/!~gT*G}44a'IxxZ!JXh"8+p(JBB~$,?ݹ3 [6C9/$zwA7RR6gń͝ !MT`PyPCںY$e6ċR,L2<(-a~}xu+aoOGƃ'J=%I8\|4dz/Mo+q3[YzmLJ uusu`\OUU ݑ=FyCa>C;jFje\zD5^;a@P 99 :/,0L9W^ִԭtԁsi%B- TH欩60[U"f%$}o{Gg"zW-/JKOEJ KlY(v[F Ud$}-NaDj[v3%RӧC*!nLƩuKqn/G0C7l~Hʠ ֗)Mfyz F'9?;Ha05F/pHb3Ȋ᪽O{6Uۮŵ< je테g)xR(4~)4R܁*bI H-+ɀ{; v3@˥N\61(gH8Qߵpx7te%d=o/[g7"M9At-aߣE\ycPW?Tk> _Raee(4HzOn M(;b^/ \tQ Jʤrs*O`i{s᧼êAQҵ\Xê a#kmz5'ui(uQFM7QvR#"o"lTj ^J9G^/u.bz IpxE028+׹.t qF/4Z]6M G$<w}&.R-]aPBFzx6pU5*Cy] 5>C^Kpe) (#nM,'"4fLzŪo\˓!YE bEcũaRJLVcK,C`{\;ue[C-.U,+5tbc$OJcIX,+}w>#Sf<;/Dz/S9bImUVb%񖸻rIl\%i| <lt@+A: ~kgʋtБ#lah7N%u4%aSZ.7@\2*rNI#N8f!5ɿii=V11Bƀ"%dև>#tw/ԁ&Kbz8NXe?@2}?q8%H!ΰi(oNDoGjJ>:c)E$\Lv (#H|&ɫjK0$튄_PJݸ4.$훹X4Z(5CmNZ͘sgLUu  V/0?f?xe~aDcӜ`j.77r{nJKI``.(B--qy t^XXWt@YKi@yYK oD !ŻgNd3vD{>qR9lBd[~O职>'{jw֐Tf`"C_1$s0?Qɜ$r\$a\7)7TgCmѨ2:֪q|<?7KOq0Y5opTIhc.4HzmyaH?C%9USʰ92wv55z[:oFHLf&}/n=[('J5 s^@Y_yY$e%4RV*mN' w0h/7n 7{~)l4Ѫ:^=碔e,Ug2S\o䏥} QjDJ8@zmrn1p9JS{wPzHݝw5l/׬#%JgjZheQvm#g`]Y;-!t~A$xŊ>La 3h7t*qBkecEJ?_=\8z֌u X׮!xBaW|f]J,M׉|d 8HMScCML=%KL{&"·RvH@΄*աc'XX4T Ň|Bn65P9T"`9I,J&9paw_^Ư6kXڪ'Fvt#4%JeO^fsje<9U'zz Mq/) = A{L'kJ[FoDpoB&A MTfމSbK l"gҍ)X`k.|V\[S;`ڀl(fɢM9)wy s5 _j|SjL1A `tJʋȻ'Gͷn^'~!Y%fe8Ml{|/ mT(r:Uf/|3$K-FƋȾ[$^&~;Tw>fug@J~_K@vfb;Ȁf]Z^sG{!Zw=ݶyQlekTc(+POUWuOD5ZxRT56'tj2R9T ԁ7\K/Cܜq竴 A- a)( gP(@xvFF5'ͥQUEOh#;2mC=]>ǝ 鐨zӧZ* v:l>:s;lGd7Y{o\E\Ϗa'{6ETRoL9QlY{ӼO;ɲs4aYɯt_$M^c1M 6~L\ BH69hƚJlB+ffSb,ʹ!ft#nF>cd>&YAՁKcBpw٘ fCy"cԧs(ȎGiv6#Ťg vhdqPM=aECED32[?'ղT:_s,OTcjEO2 zcAW>n/g SIp=䯚..?LIѴOvp dp(Se k[c䁞q\/VЛ+Viۿh\22ttcw;ho9VUTƴ,<<_|%ٙ ˕.?ԼlCN4iYGGkf +.,CsczSJx9nd~|g*cpBHUE*5ҫv2^-&{ɋapN!wB̀p3#Q[`d>Qa)vϒ/liC qo˶lY}.8+u7WW%|$ b&_Cpr߇Hp&{[9 צ.% G#;ssVBW;l#nbz :灼R'{ؿe_i@oo˰b G%iq{~ޖZ*oP F{5[M"/X p2ۈ!@#( [)@vIE]xo?_]snnr nxzܠ,gzXk AxhRQC4:{iȊImTG! 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Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{lower}{a vector of lower limits for power optimisation. Defaults to \code{0.5}.} \item{upper}{a vector of upper limits for power optimisation. Defaults to \code{0.5}.} \item{trunc.pow}{logical. If \code{TRUE} an experimental alternative power algorithm is used. (Optional)} \item{weights}{a vector of individual weights for the observations. (Optional)} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{loading.weights}{a matrix of loading weights.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{total variance in \code{X}.} \item{gammas}{gamma-values obtained in power optimisation.} \item{canonical.correlations}{Canonical correlation values from the calculations of loading weights.} \item{A}{matrix containing vectors of weights \code{a} from canonical correlation (\code{cor(Za,Yb)}).} \item{smallNorms}{vector of indices of explanatory variables of length close to or equal to 0.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans}, \code{Ymeans} and \code{gammas} are returned. } \description{ Fits a PLS model using the CPPLS algorithm. } \details{ This function should not be called directly, but through the generic functions \code{cppls} or \code{mvr} with the argument \code{method="cppls"}. Canonical Powered PLS (CPPLS) is a generalisation of PLS incorporating discrete and continuous responses (also simultaneously), additional responses, individual weighting of observations and power methodology for sharpening focus on groups of variables. Depending on the input to \code{cppls} it can produce the following special cases: \itemize{ \item PLS: uni-response continuous \code{Y} \item PPLS: uni-response continuous \code{Y}, \code{(lower || upper) != 0.5} \item PLS-DA (using correlation maximisation - B/W): dummy-coded descrete response \code{Y} \item PPLS-DA: dummy-coded descrete response \code{Y}, \code{(lower || upper) != 0.5} \item CPLS: multi-response \code{Y} (continuous, discrete or combination) \item CPPLS: multi-response \code{Y} (continuous, discrete or combination), \code{(lower || upper) != 0.5} } The name "canonical" comes from canonical correlation analysis which is used when calculating vectors of loading weights, while "powered" refers to a reparameterisation of the vectors of loading weights which can be optimised over a given interval. } \examples{ data(mayonnaise) # Create dummy response mayonnaise$dummy <- I(model.matrix(~y-1, data.frame(y = factor(mayonnaise$oil.type)))) # Predict CPLS scores for test data may.cpls <- cppls(dummy ~ NIR, 10, data = mayonnaise, subset = train) may.test <- predict(may.cpls, newdata = mayonnaise[!mayonnaise$train,], type = "score") # Predict CPLS scores for test data (experimental used design as additional Y information) may.cpls.yadd <- cppls(dummy ~ NIR, 10, data = mayonnaise, subset = train, Y.add=design) may.test.yadd <- predict(may.cpls.yadd, newdata = mayonnaise[!mayonnaise$train,], type = "score") # Classification by linear discriminant analysis (LDA) library(MASS) error <- matrix(ncol = 10, nrow = 2) dimnames(error) <- list(Model = c('CPLS', 'CPLS (Y.add)'), ncomp = 1:10) for (i in 1:10) { fitdata1 <- data.frame(oil.type = mayonnaise$oil.type[mayonnaise$train], NIR.score = I(may.cpls$scores[,1:i,drop=FALSE])) testdata1 <- data.frame(oil.type = mayonnaise$oil.type[!mayonnaise$train], NIR.score = I(may.test[,1:i,drop=FALSE])) error[1,i] <- (42 - sum(predict(lda(oil.type ~ NIR.score, data = fitdata1), newdata = testdata1)$class == testdata1$oil.type)) / 42 fitdata2 <- data.frame(oil.type = mayonnaise$oil.type[mayonnaise$train], NIR.score = I(may.cpls.yadd$scores[,1:i,drop=FALSE])) testdata2 <- data.frame(oil.type = mayonnaise$oil.type[!mayonnaise$train], NIR.score = I(may.test.yadd[,1:i,drop=FALSE])) error[2,i] <- (42 - sum(predict(lda(oil.type ~ NIR.score, data = fitdata2), newdata = testdata2)$class == testdata2$oil.type)) / 42 } round(error,2) } \references{ Indahl, U. (2005) A twist to partial least squares regression. \emph{Journal of Chemometrics}, \bold{19}, 32--44. Liland, K.H and Indahl, U.G (2009) Powered partial least squares discriminant analysis, \emph{Journal of Chemometrics}, \bold{23}, 7--18. Indahl, U.G., Liland, K.H. and Næs, T. (2009) Canonical partial least squares - a unified PLS approach to classification and regression problems. \emph{Journal of Chemometrics}, \bold{23}, 495--504. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} \code{\link{widekernelpls.fit}} \code{\link{simpls.fit}} \code{\link{oscorespls.fit}} } \author{ Kristian Hovde Liland } \keyword{classification} \keyword{multivariate} \keyword{regression} pls/man/svdpc.fit.Rd0000644000176200001440000000520414421462223014013 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/svdpc.fit.R \name{svdpc.fit} \alias{svdpc.fit} \title{Principal Component Regression} \usage{ svdpc.fit(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{Total variance in \code{X}.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans} and \code{Ymeans} are returned. } \description{ Fits a PCR model using the singular value decomposition. } \details{ This function should not be called directly, but through the generic functions \code{pcr} or \code{mvr} with the argument \code{method="svdpc"}. The singular value decomposition is used to calculate the principal components. } \references{ Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} Chichester: Wiley. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} \code{\link{cppls}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/kernelpls.fit.Rd0000644000176200001440000000657214421462223014704 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/kernelpls.fit.R \name{kernelpls.fit} \alias{kernelpls.fit} \title{Kernel PLS (Dayal and MacGregor)} \usage{ kernelpls.fit(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{loading.weights}{a matrix of loading weights.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{Total variance in \code{X}.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans} and \code{Ymeans} are returned. } \description{ Fits a PLSR model with the kernel algorithm. } \details{ This function should not be called directly, but through the generic functions \code{plsr} or \code{mvr} with the argument \code{method="kernelpls"} (default). Kernel PLS is particularly efficient when the number of objects is (much) larger than the number of variables. The results are equal to the NIPALS algorithm. Several different forms of kernel PLS have been described in literature, e.g. by De Jong and Ter Braak, and two algorithms by Dayal and MacGregor. This function implements the fastest of the latter, not calculating the crossproduct matrix of X. In the Dyal & MacGregor paper, this is \dQuote{algorithm 1}. } \references{ de Jong, S. and ter Braak, C. J. F. (1994) Comments on the PLS kernel algorithm. \emph{Journal of Chemometrics}, \bold{8}, 169--174. Dayal, B. S. and MacGregor, J. F. (1997) Improved PLS algorithms. \emph{Journal of Chemometrics}, \bold{11}, 73--85. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{cppls}} \code{\link{pcr}} \code{\link{widekernelpls.fit}} \code{\link{simpls.fit}} \code{\link{oscorespls.fit}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/stdize.Rd0000644000176200001440000000507714421462223013425 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/stdize.R \name{stdize} \alias{stdize} \alias{predict.stdized} \alias{makepredictcall.stdized} \title{Standardization of Data Matrices} \usage{ stdize(x, center = TRUE, scale = TRUE) \method{predict}{stdized}(object, newdata, ...) \method{makepredictcall}{stdized}(var, call) } \arguments{ \item{x, newdata}{numeric matrices. The data to standardize.} \item{center}{logical value or numeric vector of length equal to the number of coloumns of \code{x}.} \item{scale}{logical value or numeric vector of length equal to the number of coloumns of \code{x}.} \item{object}{an object inheriting from class \code{"stdized"}, normally the result of a call to \code{stdize}.} \item{\dots}{other arguments. Currently ignored.} \item{var}{A variable.} \item{call}{The term in the formula, as a call.} } \value{ Both \code{stdize} and \code{predict.stdized} return a scaled and/or centered matrix, with attributes \code{"stdized:center"} and/or \code{"stdized:scale"} the vector used for centering and/or scaling. The matrix is given class \code{c("stdized", "matrix")}. } \description{ Performs standardization (centering and scaling) of a data matrix. } \details{ \code{makepredictcall.stdized} is an internal utility function; it is not meant for interactive use. See \code{\link{makepredictcall}} for details. If \code{center} is \code{TRUE}, \code{x} is centered by subtracting the coloumn mean from each coloumn. If \code{center} is a numeric vector, it is used in place of the coloumn means. If \code{scale} is \code{TRUE}, \code{x} is scaled by dividing each coloumn by its sample standard deviation. If \code{scale} is a numeric vector, it is used in place of the standard deviations. } \note{ \code{stdize} is very similar to \code{\link[base]{scale}}. The difference is that when \code{scale = TRUE}, \code{stdize} divides the coloumns by their standard deviation, while \code{scale} uses the root-mean-square of the coloumns. If \code{center} is \code{TRUE}, this is equivalent, but in general it is not. } \examples{ data(yarn) ## Direct standardization: Ztrain <- stdize(yarn$NIR[yarn$train,]) Ztest <- predict(Ztrain, yarn$NIR[!yarn$train,]) ## Used in formula: mod <- plsr(density ~ stdize(NIR), ncomp = 6, data = yarn[yarn$train,]) pred <- predict(mod, newdata = yarn[!yarn$train,]) # Automatically standardized } \seealso{ \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, \code{\link{msc}}, \code{\link[base]{scale}} } \author{ Bjørn-Helge Mevik and Ron Wehrens } \keyword{multivariate} \keyword{regression} pls/man/naExcludeMvr.Rd0000644000176200001440000000255714421462223014520 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/extract.R \name{naExcludeMvr} \alias{naExcludeMvr} \title{Adjust for Missing Values} \usage{ naExcludeMvr(omit, x, ...) } \arguments{ \item{omit}{an object produced by an \code{na.action} function, typically the \code{"na.action"} attribute of the result of \code{na.omit} or \code{na.exclude}.} \item{x}{a three-dimensional array to be adjusted based upon the missing value information in \code{omit}.} \item{\dots}{further arguments. Currently not used.} } \value{ \code{x}, padded with \code{NA}s along the first dimension (\sQuote{rows}). } \description{ Use missing value information to adjust residuals and predictions. This is the \sQuote{mvr equivalent} of the \code{naresid.exclude} and \code{napredict.exclude} functions. } \details{ This is a utility function used to allow \code{predict.mvr} and \code{residuals.mvr} to compensate for the removal of \code{NA}s in the fitting process. It is called only when the \code{na.action} is \code{na.exclude}, and pads \code{x} with \code{NA}s in the correct positions to have the same number of rows as the original data frame. } \seealso{ \code{\link{predict.mvr}}, \code{\link{residuals.mvr}}, \code{\link{napredict}}, \code{\link{naresid}} } \author{ Bjørn-Helge Mevik and Ron Wehrens } \keyword{internal} \keyword{multivariate} \keyword{regression} pls/man/cvsegments.Rd0000644000176200001440000000771214421462223014277 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cvsegments.R \name{cvsegments} \alias{cvsegments} \title{Generate segments for cross-validation} \usage{ cvsegments( N, k, length.seg = ceiling(N/k), nrep = 1, type = c("random", "consecutive", "interleaved"), stratify = NULL ) } \arguments{ \item{N}{Integer. The number of rows in the data set.} \item{k}{Integer. The number of segments to return.} \item{length.seg}{Integer. The length of the segments. If given, it overrides \code{k}.} \item{nrep}{Integer. The number of (consecutive) rows that are replicates of the same object. Replicates will always be kept in the same segment.} \item{type}{One of \code{"random"}, \code{"consecutive"} and \code{"interleaved"}. The type of segments to generate. Default is \code{"random"}.} \item{stratify}{Either a \code{list} of indices or an integer \code{vector} indicating which stratum each sample (or set of replicates) belongs to (see Details).} } \value{ A list of vectors. Each vector contains the indices for one segment. The attribute \code{"incomplete"} contains the number of incomplete segments, and the attribute \code{"type"} contains the type of segments. } \description{ The function generates a list of segments for cross-validation. It can generate random, consecutive and interleaved segments, and supports keeping replicates in the same segment. } \details{ If \code{length.seg} is specified, it is used to calculate the number of segments to generate. Otherwise \code{k} must be specified. If \eqn{k*length.seg \ne N}{k*length.seg <> N}, the \eqn{k*length.seg - N} last segments will contain only \eqn{length.seg - 1} indices. If \code{type} is \code{"random"}, the indices are allocated to segments in random order. If it is \code{"consecutive"}, the first segment will contain the first \eqn{length.seg} indices, and so on. If \code{type} is \code{"interleaved"}, the first segment will contain the indices \eqn{1, length.seg+1, 2*lenght.seg+1, \ldots, (k-1)*length.seg+1}, and so on. If \eqn{nrep > }, it is assumed that each \code{nrep} consecutive rows are replicates (repeated measurements) of the same object, and care is taken that replicates are never put in different segments. Warning: If \code{k} does not divide \code{N}, a specified \code{length.seg} does not divide \code{N}, or \code{nrep} does not divide \code{length.seg}, the number of segments and/or the segment length will be adjusted as needed. Warnings are printed for some of these cases, and one should always inspect the resulting segments to make sure they are as expected. Stratification of samples is enabled by the \code{stratify} argument. This is useful if there are sub-groups in the data set that should have a proportional representation in the cross-validation segments or if the response is categorical (classifiation). If \code{stratify} is combined with \code{nrep}, \code{stratify} corresponds to the sets of replicates (see example). } \examples{ ## Segments for 10-fold randomised cross-validation: cvsegments(100, 10) ## Segments with four objects, taken consecutive: cvsegments(60, length.seg = 4, type = "cons") ## Incomplete segments segs <- cvsegments(50, length.seg = 3) attr(segs, "incomplete") ## Leave-one-out cross-validation: cvsegments(100, 100) ## Leave-one-out with variable/unknown data set size n: n <- 50 cvsegments(n, length.seg = 1) ## Data set with replicates cvsegments(100, 25, nrep = 2) ## Note that rows 1 and 2 are in the same segment, rows 3 and 4 in the ## same segment, and so on. ## Stratification cvsegments(10, 3, type = "consecutive", stratify = c(rep(1,7), rep(2,3))) ## Note that the last three samples are spread across the segments ## according to the stratification vector. cvsegments(20, 3, type = "consecutive", nrep = 2, stratify = c(rep(1,7), rep(2,3))) ## Note the length of stratify matching number of replicate sets, not samples. } \author{ Bjørn-Helge Mevik, Ron Wehrens and Kristian Hovde Liland } \keyword{models} pls/man/oscorespls.fit.Rd0000644000176200001440000000633214421462223015073 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/oscorespls.fit.R \name{oscorespls.fit} \alias{oscorespls.fit} \title{Orthogonal scores PLSR} \usage{ oscorespls.fit( X, Y, ncomp, center = TRUE, stripped = FALSE, tol = .Machine$double.eps^0.5, maxit = 100, ... ) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{tol}{numeric. The tolerance used for determining convergence in multi-response models.} \item{maxit}{positive integer. The maximal number of iterations used in the internal Eigenvector calculation.} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{loading.weights}{a matrix of loading weights.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{Total variance in \code{X}.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans} and \code{Ymeans} are returned. } \description{ Fits a PLSR model with the orthogonal scores algorithm (aka the NIPALS algorithm). } \details{ This function should not be called directly, but through the generic functions \code{plsr} or \code{mvr} with the argument \code{method="oscorespls"}. It implements the orthogonal scores algorithm, as described in \cite{Martens and Næs (1989)}. This is one of the two \dQuote{classical} PLSR algorithms, the other being the orthogonal loadings algorithm. } \references{ Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} Chichester: Wiley. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} \code{\link{kernelpls.fit}} \code{\link{widekernelpls.fit}} \code{\link{simpls.fit}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/selectNcomp.Rd0000644000176200001440000000774614421462223014404 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ncomp.R \name{selectNcomp} \alias{selectNcomp} \title{Suggestions for the optimal number of components in PCR and PLSR models} \usage{ selectNcomp( object, method = c("randomization", "onesigma"), nperm = 999, alpha = 0.01, ncomp = object$ncomp, plot = FALSE, ... ) } \arguments{ \item{object}{an \code{mvr} object. The fitted model. It should contain a \code{validation} element.} \item{method}{character string, indicating the heuristic to use.} \item{nperm}{number of permutations in the \code{"randomization"} approach - not used in the \code{"onesigma"} approach.} \item{alpha}{cutoff for p values in the \code{"randomization"} approach - not used in the \code{"onesigma"} approach.} \item{ncomp}{maximum number of components to consider when determining the global minimum in the cross-validation curve.} \item{plot}{whether or not to show a cross-validation plot. The plot for the \code{"randomization"} approach shows models that do not differ significantly from the global RMSEP minimum with open circles; the \code{"onesigma"} approach shows the one-sigma bands around the RMSEP values. In both cases, the selection is indicated with a blue dashed line.} \item{\dots}{Further plotting arguments, e.g., to add a title to the plot, or to limit the plotting range.} } \value{ A number indicating the suggested number of components in the model. } \description{ Choosing the best number of components in PCR and PLSR models is difficult and usually done on the basis of visual inspection of the validation plots. In cases where large numbers of models are built this choice needs to be automated. This function implements two proposals, one based on randomization (permutation) testing, and an approach based on the standard error of the cross-validation residuals. } \details{ In both approaches the results of cross-validation are used, so the model should have been calculated with some form of cross-validation. First, the absolute minimum in the CV curve is determined (considering only the first ncomp components), leading to the reference model. The randomization test approach (Van der Voet, 1994) checks whether the squared prediction errors of models with fewer components are significantly larger than in the reference model. This leads for each model considered to a \eqn{p} value; the smallest model not significantly worse than the reference model is returned as the selected one. The approach \code{"onesigma"} simply returns the first model where the optimal CV is within one standard error of the absolute optimum (Hastie, Tibshirani and Friedman, 2009). Note that here we simply use the standard deviation of the cross-validation residuals, in line with the procedure used to calculate the error measure itself. Some other packages implementing similar procedures (such as \code{glmnet}) calculate an error measure for each validation segment separately and use the average as the final estimate. In such cases the standard error across segments is the relevant measure of spread. For LOO, the two procedures are identical. In other forms of validation, small differences will occur. } \examples{ data(yarn) yarn.pls <- plsr(density ~ NIR, data = yarn, scale = TRUE, ncomp = 20, validation = "LOO") selectNcomp(yarn.pls, "onesigma", plot = TRUE, ylim = c(0, 3)) selectNcomp(yarn.pls, "randomization", plot = TRUE) selectNcomp(yarn.pls, "randomization", plot = TRUE, ncomp = 10, ylim = c(0, 3)) } \references{ Van der Voet, H. (1994) Comparing the predictive accuracy of models using a simple randomization test. Chemom. Intell. Lab. Syst. 25 (2), 313-323 Hastie, T., Friedman, J. and Tibshirani, R. The Elements of Statistical Learning: data mining, inference, and prediction, Springer (2013), 10th printing with corrections, paragraph 7.10. } \seealso{ \code{\link{mvr}}, \code{\link{summary.mvr}} } \author{ Ron Wehrens, Hilko van der Voet and Gerie van der Heijden } \keyword{multivariate} \keyword{regression} pls/man/delete.intercept.Rd0000644000176200001440000000122414421462223015347 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/extract.R \name{delete.intercept} \alias{delete.intercept} \title{Delete intercept from model matrix} \usage{ delete.intercept(mm) } \arguments{ \item{mm}{Model matrix.} } \value{ A model matrix without intercept column. } \description{ A utility function to delete any intercept column from a model matrix, and adjust the \code{"assign"} attribute correspondingly. It is used by formula handling functions like \code{mvr} and \code{model.matrix.mvr}. } \seealso{ \code{\link{mvr}}, \code{\link{model.matrix.mvr}} } \author{ Bjørn-Helge Mevik and Ron Wehrens } \keyword{internal} pls/man/var.jack.Rd0000644000176200001440000001021714421462223013612 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/jackknife.R \name{var.jack} \alias{var.jack} \title{Jackknife Variance Estimates of Regression Coefficients} \usage{ var.jack(object, ncomp = object$ncomp, covariance = FALSE, use.mean = TRUE) } \arguments{ \item{object}{an \code{mvr} object. A cross-validated model fitted with \code{jackknife = TRUE}.} \item{ncomp}{the number of components to use for estimating the (co)variances} \item{covariance}{logical. If \code{TRUE}, covariances are calculated; otherwise only variances. The default is \code{FALSE}.} \item{use.mean}{logical. If \code{TRUE} (default), the mean coefficients are used when estimating the (co)variances; otherwise the coefficients from a model fitted to the entire data set. See Details.} } \value{ If \code{covariance} is \code{FALSE}, an \eqn{p\times q \times c} array of variance estimates, where \eqn{p} is the number of predictors, \eqn{q} is the number of responses, and \eqn{c} is the number of components. If \code{covariance} id \code{TRUE}, an \eqn{pq\times pq \times c} array of variance-covariance estimates. } \description{ Calculates jackknife variance or covariance estimates of regression coefficients. The original (Tukey) jackknife variance estimator is defined as \eqn{(g-1)/g \sum_{i=1}^g(\tilde\beta_{-i} - \bar\beta)^2}, where \eqn{g} is the number of segments, \eqn{\tilde\beta_{-i}} is the estimated coefficient when segment \eqn{i} is left out (called the jackknife replicates), and \eqn{\bar\beta} is the mean of the \eqn{\tilde\beta_{-i}}. The most common case is delete-one jackknife, with \eqn{g = n}, the number of observations. This is the definition \code{var.jack} uses by default. However, Martens and Martens (2000) defined the estimator as \eqn{(g-1)/g \sum_{i=1}^g(\tilde\beta_{-i} - \hat\beta)^2}, where \eqn{\hat\beta} is the coefficient estimate using the entire data set. I.e., they use the original fitted coefficients instead of the mean of the jackknife replicates. Most (all?) other jackknife implementations for PLSR use this estimator. \code{var.jack} can be made to use this definition with \code{use.mean = FALSE}. In practice, the difference should be small if the number of observations is sufficiently large. Note, however, that all theoretical results about the jackknife refer to the `proper' definition. (Also note that this option might disappear in a future version.) } \section{Warning}{ Note that the Tukey jackknife variance estimator is not unbiased for the variance of regression coefficients (Hinkley 1977). The bias depends on the \eqn{X} matrix. For ordinary least squares regression (OLSR), the bias can be calculated, and depends on the number of observations \eqn{n} and the number of parameters \eqn{k} in the mode. For the common case of an orthogonal design matrix with \eqn{\pm 1}{?1} levels, the delete-one jackknife estimate equals \eqn{(n-1)/(n-k)} times the classical variance estimate for the regression coefficients in OLSR. Similar expressions hold for delete-d estimates. Modifications have been proposed to reduce or eliminate the bias for the OLSR case, however, they depend on the number of parameters used in the model. See e.g. Hinkley (1977) or Wu (1986). Thus, the results of \code{var.jack} should be used with caution. } \examples{ data(oliveoil) mod <- pcr(sensory ~ chemical, data = oliveoil, validation = "LOO", jackknife = TRUE) var.jack(mod, ncomp = 2) } \references{ Tukey J.W. (1958) Bias and Confidence in Not-quite Large Samples. (Abstract of Preliminary Report). \emph{Annals of Mathematical Statistics}, \bold{29}(2), 614. Martens H. and Martens M. (2000) Modified Jack-knife Estimation of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares Regression (PLSR). \emph{Food Quality and Preference}, \bold{11}, 5--16. Hinkley D.V. (1977), Jackknifing in Unbalanced Situations. \emph{Technometrics}, \bold{19}(3), 285--292. Wu C.F.J. (1986) Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis. \emph{Te Annals of Statistics}, \bold{14}(4), 1261--1295. } \seealso{ \code{\link{mvrCv}}, \code{\link{jack.test}} } \author{ Bjørn-Helge Mevik } \keyword{univar} pls/man/coefplot.Rd0000644000176200001440000001553214421462223013733 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{coefplot} \alias{coefplot} \title{Plot Regression Coefficients of PLSR and PCR models} \usage{ coefplot( object, ncomp = object$ncomp, comps, intercept = FALSE, separate = FALSE, se.whiskers = FALSE, nCols, nRows, labels, type = "l", lty, lwd = NULL, pch, cex = NULL, col, legendpos, xlab = "variable", ylab = "regression coefficient", main, pretty.xlabels = TRUE, xlim, ylim, ask = nRows * nCols < nPlots && dev.interactive(), ... ) } \arguments{ \item{object}{an \code{mvr} object. The fitted model.} \item{ncomp, comps}{vector of positive integers. The components to plot. See \code{\link{coef.mvr}} for details.} \item{intercept}{logical. Whether coefficients for the intercept should be plotted. Ignored if \code{comps} is specified. Defaults to \code{FALSE}. See \code{\link{coef.mvr}} for details.} \item{separate}{logical. If \code{TRUE}, coefficients for different model sizes are blotted in separate plots.} \item{se.whiskers}{logical. If \code{TRUE}, whiskers at plus/minus 1 estimated standard error are added to the plot. This is only available if the model was cross-validated with \code{jackknife = TRUE}. Also, in the current implementation, \code{intercept} must be \code{FALSE}, and \code{separate} must be \code{TRUE} if \code{length(ncomp) > 1}.} \item{nCols, nRows}{integer. The number of coloumns and rows the plots will be laid out in. If not specified, \code{coefplot} tries to be intelligent.} \item{labels}{optional. Alternative \eqn{x} axis labels. See Details.} \item{type}{character. What type of plot to make. Defaults to \code{"l"} (lines). Alternative types include \code{"p"} (points) and \code{"b"} (both). See \code{\link{plot}} for a complete list of types.} \item{lty}{vector of line types (recycled as neccessary). Line types can be specified as integers or character strings (see \code{\link{par}} for the details).} \item{lwd}{vector of positive numbers (recycled as neccessary), giving the width of the lines.} \item{pch}{plot character. A character string or a vector of single characters or integers (recycled as neccessary). See \code{\link{points}} for all alternatives.} \item{cex}{numeric vector of character expansion sizes (recycled as neccessary) for the plotted symbols.} \item{col}{character or integer vector of colors for plotted lines and symbols (recycled as neccessary). See \code{\link{par}} for the details.} \item{legendpos}{Legend position. Optional. Ignored if \code{separate} is \code{TRUE}. If present, a legend is drawn at the given position. The position can be specified symbolically (e.g., \code{legendpos = "topright"}). This requires >= 2.1.0. Alternatively, the position can be specified explicitly (\code{legendpos = t(c(x,y))}) or interactively (\code{legendpos = \link{locator}()}). This only works well for plots of single-response models.} \item{xlab, ylab}{titles for \eqn{x} and \eqn{y} axes. Typically character strings, but can be expressions (e.g., \code{expression(R^2)} or lists. See \code{\link{title}} for details.} \item{main}{optional main title for the plot. See Details.} \item{pretty.xlabels}{logical. If \code{TRUE}, \code{coefplot} tries to plot the \eqn{x} labels more nicely. See Details.} \item{xlim, ylim}{optional vector of length two, with the \eqn{x} or \eqn{y} limits of the plot.} \item{ask}{logical. Whether to ask the user before each page of a plot.} \item{\dots}{Further arguments sent to the underlying plot functions.} } \description{ Function to plot the regression coefficients of an \code{mvr} object. } \details{ \code{coefplot} handles multiple responses by making one plot for each response. If \code{separate} is \code{TRUE}, separate plots are made for each combination of model size and response. The plots are laid out in a rectangular fashion. If \code{legendpos} is given, a legend is drawn at the given position (unless \code{separate} is \code{TRUE}). The argument \code{labels} can be a vector of labels or one of \code{"names"} and \code{"numbers"}. The labels are used as \eqn{x} axis labels. If \code{labels} is \code{"names"} or \code{"numbers"}, the variable names are used as labels, the difference being that with \code{"numbers"}, the variable names are converted to numbers, if possible. Variable names of the forms \samp{"number"} or \samp{"number text"} (where the space is optional), are handled. The argument \code{main} can be used to specify the main title of the plot. It is handled in a non-standard way. If there is only on (sub) plot, \code{main} will be used as the main title of the plot. If there is \emph{more} than one (sub) plot, however, the presence of \code{main} will produce a corresponding \sQuote{global} title on the page. Any graphical parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its appearance can be changed by setting the parameters with \code{\link{par}}, which will affect \emph{both} titles. (To have different settings for the two titles, one can override the \code{par} settings with arguments to \code{coefplot}.) The argument \code{pretty.xlabels} is only used when \code{labels} is specified. If \code{TRUE} (default), the code tries to use a \sQuote{pretty} selection of labels. If \code{labels} is \code{"numbers"}, it also uses the numerical values of the labels for horisontal spacing. If one has excluded parts of the spectral region, one might therefore want to use \code{pretty.xlabels = FALSE}. When \code{separate} is \code{TRUE}, the arguments \code{lty}, \code{col}, and \code{pch} default to their \code{par()} setting. Otherwise, the default for all of them is \code{1:nLines}, where \code{nLines} is the number of model sizes specified, i.e., the length of \code{ncomp} or \code{comps}. The function can also be called through the \code{mvr} plot method by specifying \code{plottype = "coefficients"}. } \note{ \code{\link{legend}} has many options. If you want greater control over the appearance of the legend, omit the \code{legendpos} argument and call \code{legend} manually. The handling of \code{labels} and \code{pretty.xlabels} is experimental. } \examples{ data(yarn) mod.nir <- plsr(density ~ NIR, ncomp = 8, data = yarn) \dontrun{ coefplot(mod.nir, ncomp = 1:6) plot(mod.nir, plottype = "coefficients", ncomp = 1:6) # Equivalent to the previous ## Plot with legend: coefplot(mod.nir, ncom = 1:6, legendpos = "bottomright") } data(oliveoil) mod.sens <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil) \dontrun{coefplot(mod.sens, ncomp = 2:4, separate = TRUE)} } \seealso{ \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{coef.mvr}}, \code{\link{plot}}, \code{\link{legend}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/gasoline.Rd0000644000176200001440000000145014421462223013713 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{gasoline} \alias{gasoline} \title{Octane numbers and NIR spectra of gasoline} \format{ A data frame with 60 observations on the following 2 variables. \describe{ \item{octane}{a numeric vector. The octane number.} \item{NIR}{a matrix with 401 columns. The NIR spectrum.} } } \source{ Kalivas, John H. (1997) Two Data Sets of Near Infrared Spectra \emph{Chemometrics and Intelligent Laboratory Systems}, \bold{37}, 255--259. } \description{ A data set with NIR spectra and octane numbers of 60 gasoline samples. The NIR spectra were measured using diffuse reflectance as log(1/R) from 900 nm to 1700 nm in 2 nm intervals, giving 401 wavelengths. Many thanks to John H. Kalivas. } \keyword{datasets} pls/man/widekernelpls.fit.Rd0000644000176200001440000001026314421462223015545 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/widekernelpls.fit.R \name{widekernelpls.fit} \alias{widekernelpls.fit} \title{Wide Kernel PLS (Rännar et al.)} \usage{ widekernelpls.fit( X, Y, ncomp, center = TRUE, stripped = FALSE, tol = .Machine$double.eps^0.5, maxit = 100, ... ) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{tol}{numeric. The tolerance used for determining convergence in the algorithm.} \item{maxit}{positive integer. The maximal number of iterations used in the internal Eigenvector calculation.} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{loading.weights}{a matrix of loading weights.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{Total variance in \code{X}.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans} and \code{Ymeans} are returned. } \description{ Fits a PLSR model with the wide kernel algorithm. } \details{ This function should not be called directly, but through the generic functions \code{plsr} or \code{mvr} with the argument \code{method="widekernelpls"}. The wide kernel PLS algorithm is efficient when the number of variables is (much) larger than the number of observations. For very wide \code{X}, for instance 12x18000, it can be twice as fast as \code{\link{kernelpls.fit}} and \code{\link{simpls.fit}}. For other matrices, however, it can be much slower. The results are equal to the results of the NIPALS algorithm. } \note{ The current implementation has not undergone extensive testing yet, and should perhaps be regarded as experimental. Specifically, the internal Eigenvector calculation does not always converge in extreme cases where the Eigenvalue is close to zero. However, when it does converge, it always converges to the same results as \code{\link{kernelpls.fit}}, up to numerical inacurracies. The algorithm also has a bit of overhead, so when the number of observations is moderately high, \code{\link{kernelpls.fit}} can be faster even if the number of predictors is much higher. The relative speed of the algorithms can also depend greatly on which BLAS and/or LAPACK library is linked against. } \references{ Rännar, S., Lindgren, F., Geladi, P. and Wold, S. (1994) A PLS Kernel Algorithm for Data Sets with Many Variables and Fewer Objects. Part 1: Theory and Algorithm. \emph{Journal of Chemometrics}, \bold{8}, 111--125. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{cppls}} \code{\link{pcr}} \code{\link{kernelpls.fit}} \code{\link{simpls.fit}} \code{\link{oscorespls.fit}} } \author{ Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/jack.test.Rd0000644000176200001440000000601214421462223013777 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/jackknife.R \name{jack.test} \alias{jack.test} \alias{print.jacktest} \title{Jackknife approximate t tests of regression coefficients} \usage{ jack.test(object, ncomp = object$ncomp, use.mean = TRUE) \method{print}{jacktest}(x, P.values = TRUE, ...) } \arguments{ \item{object}{an \code{mvr} object. A cross-validated model fitted with \code{jackknife = TRUE}.} \item{ncomp}{the number of components to use for estimating the variances} \item{use.mean}{logical. If \code{TRUE} (default), the mean coefficients are used when estimating the (co)variances; otherwise the coefficients from a model fitted to the entire data set. See \code{\link{var.jack}} for details.} \item{x}{an \code{jacktest} object, the result of \code{jack.test}.} \item{P.values}{logical. Whether to print \eqn{p} values (default).} \item{\dots}{Further arguments sent to the underlying print function \code{\link{printCoefmat}}.} } \value{ \code{jack.test} returns an object of class \code{"jacktest"}, with components \item{coefficients }{The estimated regression coefficients} \item{sd}{The square root of the jackknife variance estimates} \item{tvalues}{The \eqn{t} statistics} \item{df}{The `degrees of freedom' used for calculating \eqn{p} values} \item{pvalues}{The calculated \eqn{p} values} \code{print.jacktest} returns the \code{"jacktest"} object (invisibly). } \description{ Performes approximate t tests of regression coefficients based on jackknife variance estimates. } \details{ \code{jack.test} uses the variance estimates from \code{var.jack} to perform \eqn{t} tests of the regression coefficients. The resulting object has a print method, \code{print.jacktest}, which uses \code{\link{printCoefmat}} for the actual printing. } \section{Warning}{ The jackknife variance estimates are known to be biased (see \code{\link{var.jack}}). Also, the distribution of the regression coefficient estimates and the jackknife variance estimates are unknown (at least in PLSR/PCR). Consequently, the distribution (and in particular, the degrees of freedom) of the resulting \eqn{t} statistics is unknown. The present code simply assumes a \eqn{t} distribution with \eqn{m - 1} degrees of freedom, where \eqn{m} is the number of cross-validation segments. Therefore, the resulting \eqn{p} values should not be used uncritically, and should perhaps be regarded as mere indicator of (non-)significance. Finally, also keep in mind that as the number of predictor variables increase, the problem of multiple tests increases correspondingly. } \examples{ data(oliveoil) mod <- pcr(sensory ~ chemical, data = oliveoil, validation = "LOO", jackknife = TRUE) jack.test(mod, ncomp = 2) } \references{ Martens H. and Martens M. (2000) Modified Jack-knife Estimation of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares Regression (PLSR). \emph{Food Quality and Preference}, \bold{11}, 5--16. } \seealso{ \code{\link{var.jack}}, \code{\link{mvrCv}} } \author{ Bjørn-Helge Mevik } \keyword{htest} pls/man/mvrVal.Rd0000644000176200001440000001406414421462223013366 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mvrVal.R \name{mvrVal} \alias{mvrVal} \alias{mvrValstats} \alias{MSEP} \alias{MSEP.mvr} \alias{RMSEP} \alias{RMSEP.mvr} \alias{R2} \alias{R2.mvr} \title{MSEP, RMSEP and R2 of PLSR and PCR models} \usage{ mvrValstats( object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ... ) R2(object, ...) \method{R2}{mvr}( object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ... ) MSEP(object, ...) \method{MSEP}{mvr}( object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ... ) RMSEP(object, ...) \method{RMSEP}{mvr}(object, ...) } \arguments{ \item{object}{an \code{mvr} object} \item{estimate}{a character vector. Which estimators to use. Should be a subset of \code{c("all", "train", "CV", "adjCV", "test")}. \code{"adjCV"} is only available for (R)MSEP. See below for how the estimators are chosen.} \item{newdata}{a data frame with test set data.} \item{ncomp, comps}{a vector of positive integers. The components or number of components to use. See below.} \item{intercept}{logical. Whether estimates for a model with zero components should be returned as well.} \item{se}{logical. Whether estimated standard errors of the estimates should be calculated. Not implemented yet.} \item{\dots}{further arguments sent to underlying functions or (for \code{RMSEP}) to \code{MSEP}} } \description{ Functions to estimate the mean squared error of prediction (MSEP), root mean squared error of prediction (RMSEP) and \eqn{R^2} (A.K.A. coefficient of multiple determination) for fitted PCR and PLSR models. Test-set, cross-validation and calibration-set estimates are implemented. } \details{ \code{RMSEP} simply calls \code{MSEP} and takes the square root of the estimates. It therefore accepts the same arguments as \code{MSEP}. Several estimators can be used. \code{"train"} is the training or calibration data estimate, also called (R)MSEC. For \code{R2}, this is the unadjusted \eqn{R^2}. It is overoptimistic and should not be used for assessing models. \code{"CV"} is the cross-validation estimate, and \code{"adjCV"} (for \code{RMSEP} and \code{MSEP}) is the bias-corrected cross-validation estimate. They can only be calculated if the model has been cross-validated. Finally, \code{"test"} is the test set estimate, using \code{newdata} as test set. Which estimators to use is decided as follows (see below for \code{mvrValstats}). If \code{estimate} is not specified, the test set estimate is returned if \code{newdata} is specified, otherwise the CV and adjusted CV (for \code{RMSEP} and \code{MSEP}) estimates if the model has been cross-validated, otherwise the training data estimate. If \code{estimate} is \code{"all"}, all possible estimates are calculated. Otherwise, the specified estimates are calculated. Several model sizes can also be specified. If \code{comps} is missing (or is \code{NULL}), \code{length(ncomp)} models are used, with \code{ncomp[1]} components, \ldots{}, \code{ncomp[length(ncomp)]} components. Otherwise, a single model with the components \code{comps[1]}, \ldots{}, \code{comps[length(comps)]} is used. If \code{intercept} is \code{TRUE}, a model with zero components is also used (in addition to the above). The \eqn{R^2} values returned by \code{"R2"} are calculated as \eqn{1 - SSE/SST}, where \eqn{SST} is the (corrected) total sum of squares of the response, and \eqn{SSE} is the sum of squared errors for either the fitted values (i.e., the residual sum of squares), test set predictions or cross-validated predictions (i.e., the \eqn{PRESS}). For \code{estimate = "train"}, this is equivalent to the squared correlation between the fitted values and the response. For \code{estimate = "train"}, the estimate is often called the prediction \eqn{R^2}. \code{mvrValstats} is a utility function that calculates the statistics needed by \code{MSEP} and \code{R2}. It is not intended to be used interactively. It accepts the same arguments as \code{MSEP} and \code{R2}. However, the \code{estimate} argument must be specified explicitly: no partial matching and no automatic choice is made. The function simply calculates the types of estimates it knows, and leaves the other untouched. } \section{Value}{ \code{mvrValstats} returns a list with components \describe{ \item{SSE}{three-dimensional array of SSE values. The first dimension is the different estimators, the second is the response variables and the third is the models.} \item{SST}{matrix of SST values. The first dimension is the different estimators and the second is the response variables.} \item{nobj}{a numeric vector giving the number of objects used for each estimator.} \item{comps}{the components specified, with \code{0} prepended if \code{intercept} is \code{TRUE}.} \item{cumulative}{\code{TRUE} if \code{comps} was \code{NULL} or not specified.} } The other functions return an object of class \code{"mvrVal"}, with components \describe{ \item{val}{three-dimensional array of estimates. The first dimension is the different estimators, the second is the response variables and the third is the models.} \item{type}{\code{"MSEP"}, \code{"RMSEP"} or \code{"R2"}.} \item{comps}{the components specified, with \code{0} prepended if \code{intercept} is \code{TRUE}.} \item{cumulative}{\code{TRUE} if \code{comps} was \code{NULL} or not specified.} \item{call}{the function call} } } \examples{ data(oliveoil) mod <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil, validation = "LOO") RMSEP(mod) \dontrun{plot(R2(mod))} } \references{ Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of Prediction (MSEP) Estimates for Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, \bold{18}(9), 422--429. } \seealso{ \code{\link{mvr}}, \code{\link{crossval}}, \code{\link{mvrCv}}, \code{\link{validationplot}}, \code{\link{plot.mvrVal}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/plot.mvr.Rd0000644000176200001440000000355014421462223013676 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{plot.mvr} \alias{plot.mvr} \title{Plot Method for MVR objects} \usage{ \method{plot}{mvr}( x, plottype = c("prediction", "validation", "coefficients", "scores", "loadings", "biplot", "correlation"), ... ) } \arguments{ \item{x}{an object of class \code{mvr}. The fitted model to plot.} \item{plottype}{character. What kind of plot to plot.} \item{\dots}{further arguments, sent to the underlying plot functions.} } \value{ \code{plot.mvr} returns whatever the underlying plot function returns. } \description{ \code{plot.mvr} plots predictions, coefficients, scores, loadings, biplots, correlation loadings or validation plots (RMSEP curves, etc.). } \details{ The function is simply a wrapper for the underlying plot functions used to make the selected plots. See \code{\link{predplot.mvr}}, \code{\link{validationplot}}, \code{\link{coefplot}}, \code{\link{scoreplot}}, \code{\link{loadingplot}}, \code{\link{biplot.mvr}} or \code{\link{corrplot}} for details. Note that all arguments except \code{x} and \code{plottype} must be named. } \examples{ data(yarn) nir.pcr <- pcr(density ~ NIR, ncomp = 9, data = yarn, validation = "CV") \dontrun{ plot(nir.pcr, ncomp = 5) # Plot of cross-validated predictions plot(nir.pcr, "scores") # Score plot plot(nir.pcr, "loadings", comps = 1:3) # The three first loadings plot(nir.pcr, "coef", ncomp = 5) # Coefficients plot(nir.pcr, "val") # RMSEP curves plot(nir.pcr, "val", val.type = "MSEP", estimate = "CV") # CV MSEP } } \seealso{ \code{\link{mvr}}, \code{\link{predplot.mvr}}, \code{\link{validationplot}}, \code{\link{coefplot}}, \code{\link{scoreplot}}, \code{\link{loadingplot}}, \code{\link{biplot.mvr}}, \code{\link{corrplot}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/scores.Rd0000644000176200001440000000325314421462223013413 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/extract.R \name{scores} \alias{scores} \alias{loadings} \alias{scores.default} \alias{loadings.default} \alias{loading.weights} \alias{Yscores} \alias{Yloadings} \title{Extract Scores and Loadings from PLSR and PCR Models} \usage{ loadings(object, ...) \method{loadings}{default}(object, ...) scores(object, ...) \method{scores}{default}(object, ...) Yscores(object) loading.weights(object) Yloadings(object) } \arguments{ \item{object}{a fitted model to extract from.} \item{\dots}{extra arguments, currently not used.} } \value{ A matrix with scores or loadings. } \description{ These functions extract score and loading matrices from fitted \code{mvr} models. } \details{ All functions extract the indicated matrix from the fitted model, and will work with any object having a suitably named component. The default \code{scores} and \code{loadings} methods also handle \code{prcomp} objects (their scores and loadings components are called \code{x} and \code{rotation}, resp.), and add an attribute \code{"explvar"} with the variance explained by each component, if this is available. (See \code{\link{explvar}} for details.) } \note{ There is a \code{loadings} function in package \pkg{stats}. It simply returns any element named \code{"loadings"}. See \code{\link[stats]{loadings}} for details. The function can be accessed as \code{stats::loadings(...)}. } \examples{ data(yarn) plsmod <- plsr(density ~ NIR, 6, data = yarn) scores(plsmod) loadings(plsmod)[,1:4] } \seealso{ \code{\link{mvr}}, \code{\link{coef.mvr}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/yarn.Rd0000644000176200001440000000157214421462223013070 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{yarn} \alias{yarn} \title{NIR spectra and density measurements of PET yarns} \format{ A data frame with components \describe{ \item{NIR}{Numeric matrix of NIR measurements} \item{density}{Numeric vector of densities} \item{train}{Logical vector with \code{TRUE} for the training samples and \code{FALSE} for the test samples} } } \source{ Swierenga H., de Weijer A. P., van Wijk R. J., Buydens L. M. C. (1999) Strategy for constructing robust multivariate calibration models \emph{Chemometrics and Intelligent Laboratoryy Systems}, \bold{49}(1), 1--17. } \description{ A training set consisting of 21 NIR spectra of PET yarns, measured at 268 wavelengths, and 21 corresponding densities. A test set of 7 samples is also provided. Many thanks to Erik Swierenga. } \keyword{datasets} pls/man/validationplot.Rd0000644000176200001440000001241114421462223015142 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{validationplot} \alias{validationplot} \alias{plot.mvrVal} \title{Validation Plots} \usage{ validationplot( object, val.type = c("RMSEP", "MSEP", "R2"), estimate, newdata, ncomp, comps, intercept, ... ) \method{plot}{mvrVal}( x, nCols, nRows, type = "l", lty = 1:nEst, lwd = par("lwd"), pch = 1:nEst, cex = 1, col = 1:nEst, legendpos, xlab = "number of components", ylab = x$type, main, ask = nRows * nCols < nResp && dev.interactive(), ... ) } \arguments{ \item{object}{an \code{mvr} object.} \item{val.type}{character. What type of validation statistic to plot.} \item{estimate}{character. Which estimates of the statistic to calculate. See \code{\link{RMSEP}}.} \item{newdata}{data frame. Optional new data used to calculate statistic.} \item{ncomp, comps}{integer vector. The model sizes to compute the statistic for. See \code{\link{RMSEP}}.} \item{intercept}{logical. Whether estimates for a model with zero components should be calculated as well.} \item{\dots}{Further arguments sent to underlying plot functions.} \item{x}{an \code{mvrVal} object. Usually the result of a \code{\link{RMSEP}}, \code{\link{MSEP}} or \code{\link{R2}} call.} \item{nCols, nRows}{integers. The number of coloumns and rows the plots will be laid out in. If not specified, \code{plot.mvrVal} tries to be intelligent.} \item{type}{character. What type of plots to create. Defaults to \code{"l"} (lines). Alternative types include \code{"p"} (points) and \code{"b"} (both). See \code{\link{plot}} for a complete list of types.} \item{lty}{vector of line types (recycled as neccessary). Line types can be specified as integers or character strings (see \code{\link{par}} for the details).} \item{lwd}{vector of positive numbers (recycled as neccessary), giving the width of the lines.} \item{pch}{plot character. A character string or a vector of single characters or integers (recycled as neccessary). See \code{\link{points}} for all alternatives.} \item{cex}{numeric vector of character expansion sizes (recycled as neccessary) for the plotted symbols.} \item{col}{character or integer vector of colors for plotted lines and symbols (recycled as neccessary). See \code{\link{par}} for the details.} \item{legendpos}{Legend position. Optional. If present, a legend is drawn at the given position. The position can be specified symbolically (e.g., \code{legendpos = "topright"}). This requires >= 2.1.0. Alternatively, the position can be specified explicitly (\code{legendpos = t(c(x,y))}) or interactively (\code{legendpos = \link{locator}()}). This only works well for plots of single-response models.} \item{xlab, ylab}{titles for \eqn{x} and \eqn{y} axes. Typically character strings, but can be expressions (e.g., \code{expression(R^2)} or lists. See \code{\link{title}} for details.} \item{main}{optional main title for the plot. See Details.} \item{ask}{logical. Whether to ask the user before each page of a plot.} } \description{ Functions to plot validation statistics, such as RMSEP or \eqn{R^2}, as a function of the number of components. } \details{ \code{validationplot} calls the proper validation function (currently \code{\link{MSEP}}, \code{\link{RMSEP}} or \code{\link{R2}}) and plots the results with \code{plot.mvrVal}. \code{validationplot} can be called through the \code{mvr} plot method, by specifying \code{plottype = "validation"}. \code{plot.mvrVal} creates one plot for each response variable in the model, laid out in a rectangle. It uses \code{\link{matplot}} for performing the actual plotting. If \code{legendpos} is given, a legend is drawn at the given position. The argument \code{main} can be used to specify the main title of the plot. It is handled in a non-standard way. If there is only on (sub) plot, \code{main} will be used as the main title of the plot. If there is \emph{more} than one (sub) plot, however, the presence of \code{main} will produce a corresponding \sQuote{global} title on the page. Any graphical parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its appearance can be changed by setting the parameters with \code{\link{par}}, which will affect \emph{both} titles. (To have different settings for the two titles, one can override the \code{par} settings with arguments to the plot function.) } \note{ \code{\link{legend}} has many options. If you want greater control over the appearance of the legend, omit the \code{legendpos} argument and call \code{legend} manually. } \examples{ data(oliveoil) mod <- plsr(sensory ~ chemical, data = oliveoil, validation = "LOO") \dontrun{ ## These three are equivalent: validationplot(mod, estimate = "all") plot(mod, "validation", estimate = "all") plot(RMSEP(mod, estimate = "all")) ## Plot R2: plot(mod, "validation", val.type = "R2") ## Plot R2, with a legend: plot(mod, "validation", val.type = "MSEP", legendpos = "top") # R >= 2.1.0 } } \seealso{ \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{RMSEP}}, \code{\link{MSEP}}, \code{\link{R2}}, \code{\link{matplot}}, \code{\link{legend}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/predict.mvr.Rd0000644000176200001440000000664414421462223014361 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/predict.mvr.R \name{predict.mvr} \alias{predict.mvr} \title{Predict Method for PLSR and PCR} \usage{ \method{predict}{mvr}( object, newdata, ncomp = 1:object$ncomp, comps, type = c("response", "scores"), na.action = na.pass, ... ) } \arguments{ \item{object}{an \code{mvr} object. The fitted model} \item{newdata}{a data frame. The new data. If missing, the training data is used.} \item{ncomp, comps}{vector of positive integers. The components to use in the prediction. See below.} \item{type}{character. Whether to predict scores or response values} \item{na.action}{function determining what should be done with missing values in \code{newdata}. The default is to predict \code{NA}. See \code{\link{na.omit}} for alternatives.} \item{\dots}{further arguments. Currently not used} } \value{ When \code{type} is \code{"response"}, a three dimensional array of predicted response values is returned. The dimensions correspond to the observations, the response variables and the model sizes, respectively. When \code{type} is \code{"scores"}, a score matrix is returned. } \description{ Prediction for mvr (PCR, PLSR) models. New responses or scores are predicted using a fitted model and a new matrix of observations. } \details{ When \code{type} is \code{"response"} (default), predicted response values are returned. If \code{comps} is missing (or is \code{NULL}), predictions for \code{length(ncomp)} models with \code{ncomp[1]} components, \code{ncomp[2]} components, etc., are returned. Otherwise, predictions for a single model with the exact components in \code{comps} are returned. (Note that in both cases, the intercept is always included in the predictions. It can be removed by subtracting the \code{Ymeans} component of the fitted model.) When \code{type} is \code{"scores"}, predicted score values are returned for the components given in \code{comps}. If \code{comps} is missing or \code{NULL}, \code{ncomps} is used instead. It is also possible to supply a matrix instead of a data frame as \code{newdata}, which is then assumed to be the \eqn{X} data matrix. Note that the usual checks for the type of the data are then omitted. Also note that this is \emph{only} possible with \code{predict}; it will not work in functions like \code{\link{predplot}}, \code{\link{RMSEP}} or \code{\link{R2}}, because they also need the response variable of the new data. } \note{ A warning message like \samp{'newdata' had 10 rows but variable(s) found have 106 rows} means that not all variables were found in the \code{newdata} data frame. This (usually) happens if the formula contains terms like \code{yarn$NIR}. Do not use such terms; use the \code{data} argument instead. See \code{\link{mvr}} for details. } \examples{ data(yarn) nir.mvr <- mvr(density ~ NIR, ncomp = 5, data = yarn[yarn$train,]) ## Predicted responses for models with 1, 2, 3 and 4 components pred.resp <- predict(nir.mvr, ncomp = 1:4, newdata = yarn[!yarn$train,]) ## Predicted responses for a single model with components 1, 2, 3, 4 predict(nir.mvr, comps = 1:4, newdata = yarn[!yarn$train,]) ## Predicted scores predict(nir.mvr, comps = 1:3, type = "scores", newdata = yarn[!yarn$train,]) } \seealso{ \code{\link{mvr}}, \code{\link{summary.mvr}}, \code{\link{coef.mvr}}, \code{\link{plot.mvr}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/pls.options.Rd0000644000176200001440000001007114421462223014401 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pls.options.R \name{pls.options} \alias{pls.options} \title{Set or return options for the pls package} \usage{ pls.options(...) } \arguments{ \item{\dots}{a single list, a single character vector, or any number of named arguments (\var{name = value}).} } \value{ A list with the (possibly changed) options. If any named argument (or list element) was provided, the list is returned invisibly. } \description{ A function to set options for the \pkg{pls} package, or to return the current options. } \details{ If called with no arguments, or with an empty list as the single argument, \code{pls.options} returns the current options. If called with a character vector as the single argument, a list with the arguments named in the vector are returned. If called with a non-empty list as the single argument, the list elements should be named, and are treated as named arguments to the function. Otherwise, \code{pls.options} should be called with one or more named arguments \var{name = value}. For each argument, the option named \var{name} will be given the value \var{value}. The recognised options are: \describe{ \item{mvralg}{The fit method to use in \code{\link{mvr}} and \code{\link{mvrCv}}. The value should be one of the allowed methods. Defaults to \code{"kernelpls"}. Can be overridden with the argument \code{method} in \code{mvr} and \code{mvrCv}.} \item{pcralg}{The fit method to use in \code{\link{pcr}}. The value should be one of the allowed methods. Defaults to \code{"svdpc"}. Can be overridden with the argument \code{method} in \code{pcr}.} \item{plsralg}{The fit method to use in \code{\link{plsr}}. The value should be one of the allowed methods. Defaults to \code{"kernelpls"}. Can be overridden with the argument \code{method} in \code{plsr}.} \item{cpplsalg}{The fit method to use in \code{\link{cppls}}. The value should be one of the allowed methods. Defaults to \code{"cppls"}. Can be overridden with the argument \code{method} in \code{cppls}.} \item{parallel}{Specification of how the cross-validation (CV) in \code{\link{mvr}} should be performed. If the specification is \code{NULL} (default) or \code{1}, the CV is done serially, otherwise it is done in parallel using functionality from the \code{\link{parallel}} package. If it is an integer greater than 1, the CV is done in parallel with the specified number of processes, using \code{\link{mclapply}}. If it is a cluster object created by \code{\link{makeCluster}}, the CV is done in parallel on that cluster, using \code{\link{parLapply}}. The user should stop the cluster herself when it is no longer needed, using \code{\link{stopCluster}}. Finally, if the specification is an unevaluated call to \code{\link{makeCluster}}, the call is evaluated, and the CV is done in parallel on the resulting cluster, using \code{\link{parLapply}}. In this case, the cluster will be stopped (with \code{\link{stopCluster}}) after the CV. Thus, in the final case, the cluster is created and destroyed for each CV, just like when using \code{\link{mclapply}}.} \item{w.tol}{The tolerance used for removing values close to 0 in the vectors of loading weights in \code{\link{cppls}}. Defaults to .Machine$double.eps.} \item{X.tol}{The tolerance used for removing predictor variables with L1 norms close to 0 in \code{\link{cppls}}. Defaults to 10^-12.} } } \note{ The function is a slight modification of the function \code{\link[sm]{sm.options}} from the package \pkg{sm}. } \examples{ ## Return current options: pls.options() pls.options("plsralg") pls.options(c("plsralg", "pcralg")) ## Set options: pls.options(plsralg = "simpls", mvralg = "simpls") pls.options(list(plsralg = "simpls", mvralg = "simpls")) # Equivalent pls.options() ## Restore `factory settings': pls.options(list(mvralg = "kernelpls", plsralg = "kernelpls", cpplsalg = "cppls", pcralg = "svdpc", parallel = NULL, w.tol = .Machine$double.eps, X.tol = 10^-12)) pls.options() } \author{ Bjørn-Helge Mevik and Ron Wehrens } \keyword{multivariate} \keyword{regression} pls/man/biplot.mvr.Rd0000644000176200001440000000366714421462223014222 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{biplot.mvr} \alias{biplot.mvr} \title{Biplots of PLSR and PCR Models.} \usage{ \method{biplot}{mvr}( x, comps = 1:2, which = c("x", "y", "scores", "loadings"), var.axes = FALSE, xlabs, ylabs, main, ... ) } \arguments{ \item{x}{an \code{mvr} object.} \item{comps}{integer vector of length two. The components to plot.} \item{which}{character. Which matrices to plot. One of \code{"x"} (X scores and loadings), \code{"y"} (Y scores and loadings), \code{"scores"} (X and Y scores) and \code{"loadings"} (X and Y loadings).} \item{var.axes}{logical. If \code{TRUE}, the second set of points have arrows representing them.} \item{xlabs}{either a character vector of labels for the first set of points, or \code{FALSE} for no labels. If missing, the row names of the first matrix is used as labels.} \item{ylabs}{either a character vector of labels for the second set of points, or \code{FALSE} for no labels. If missing, the row names of the second matrix is used as labels.} \item{main}{character. Title of plot. If missing, a title is constructed by \code{biplot.mvr}.} \item{\dots}{Further arguments passed on to \code{biplot.default}.} } \description{ Biplot method for \code{mvr} objects. } \details{ \code{biplot.mvr} can also be called through the \code{mvr} plot method by specifying \code{plottype = "biplot"}. } \examples{ data(oliveoil) mod <- plsr(sensory ~ chemical, data = oliveoil) \dontrun{ ## These are equivalent biplot(mod) plot(mod, plottype = "biplot") ## The four combinations of x and y points: par(mfrow = c(2,2)) biplot(mod, which = "x") # Default biplot(mod, which = "y") biplot(mod, which = "scores") biplot(mod, which = "loadings") } } \seealso{ \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{biplot.default}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/coef.mvr.Rd0000644000176200001440000001262614421462223013640 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/extract.R \name{coef.mvr} \alias{coef.mvr} \alias{fitted.mvr} \alias{residuals.mvr} \alias{model.frame.mvr} \alias{model.matrix.mvr} \alias{prednames} \alias{respnames} \alias{compnames} \alias{explvar} \title{Extract Information From a Fitted PLSR or PCR Model} \usage{ \method{coef}{mvr}(object, ncomp = object$ncomp, comps, intercept = FALSE, ...) \method{fitted}{mvr}(object, ...) \method{residuals}{mvr}(object, ...) \method{model.frame}{mvr}(formula, ...) \method{model.matrix}{mvr}(object, ...) respnames(object) prednames(object, intercept = FALSE) compnames(object, comps, explvar = FALSE, ...) explvar(object) } \arguments{ \item{object, formula}{an \code{mvr} object. The fitted model.} \item{ncomp, comps}{vector of positive integers. The components to include in the coefficients or to extract the names of. See below.} \item{intercept}{logical. Whether coefficients for the intercept should be included. Ignored if \code{comps} is specified. Defaults to \code{FALSE}.} \item{\dots}{other arguments sent to underlying functions. Currently only used for \code{model.frame.mvr} and \code{model.matrix.mvr}.} \item{explvar}{logical. Whether the explained \eqn{X} variance should be appended to the component names.} } \value{ \code{coef.mvr} returns an array of regression coefficients. \code{fitted.mvr} returns an array with fitted values. \code{residuals.mvr} returns an array with residuals. \code{model.frame.mvr} returns a data frame. \code{model.matrix.mvr} returns the \eqn{X} matrix. \code{prednames}, \code{respnames} and \code{compnames} return a character vector with the corresponding names. \code{explvar} returns a numeric vector with the explained variances, or \code{NULL} if not available. } \description{ Functions to extract information from \code{mvr} objects: Regression coefficients, fitted values, residuals, the model frame, the model matrix, names of the variables and components, and the \eqn{X} variance explained by the components. } \details{ These functions are mostly used inside other functions. (Functions \code{coef.mvr}, \code{fitted.mvr} and \code{residuals.mvr} are usually called through their generic functions \code{\link{coef}}, \code{\link{fitted}} and \code{\link{residuals}}, respectively.) \code{coef.mvr} is used to extract the regression coefficients of a model, i.e. the \eqn{B} in \eqn{y = XB} (for the \eqn{Q} in \eqn{y = TQ} where \eqn{T} is the scores, see \code{\link{Yloadings}}). An array of dimension \code{c(nxvar, nyvar, length(ncomp))} or \code{c(nxvar, nyvar, length(comps))} is returned. If \code{comps} is missing (or is \code{NULL}), \code{coef()[,,ncomp[i]]} are the coefficients for models with \code{ncomp[i]} components, for \eqn{i = 1, \ldots, length(ncomp)}. Also, if \code{intercept = TRUE}, the first dimension is \eqn{nxvar + 1}, with the intercept coefficients as the first row. If \code{comps} is given, however, \code{coef()[,,comps[i]]} are the coefficients for a model with only the component \code{comps[i]}, i.e. the contribution of the component \code{comps[i]} on the regression coefficients. \code{fitted.mvr} and \code{residuals.mvr} return the fitted values and residuals, respectively. If the model was fitted with \code{na.action = na.exclude} (or after setting the default \code{na.action} to \code{"na.exclude"} with \code{\link{options}}), the fitted values (or residuals) corresponding to excluded observations are returned as \code{NA}; otherwise, they are omitted. \code{model.frame.mvr} returns the model frame; i.e. a data frame with all variables neccessary to generate the model matrix. See \code{\link[stats]{model.frame}} for details. \code{model.matrix.mvr} returns the (possibly coded) matrix used as \eqn{X} in the fitting. See \code{\link[stats]{model.matrix}} for details. \code{prednames}, \code{respnames} and \code{compnames} extract the names of the \eqn{X} variables, responses and components, respectively. With \code{intercept = TRUE} in \code{prednames}, the name of the intercept variable (i.e. \code{"(Intercept)"}) is returned as well. \code{compnames} can also extract component names from score and loading matrices. If \code{explvar = TRUE} in \code{compnames}, the explained variance for each component (if available) is appended to the component names. For optimal formatting of the explained variances when not all components are to be used, one should specify the desired components with the argument \code{comps}. \code{explvar} extracts the amount of \eqn{X} variance (in per cent) explained by each component in the model. It can also handle score and loading matrices returned by \code{\link{scores}} and \code{\link{loadings}}. } \examples{ data(yarn) mod <- pcr(density ~ NIR, data = yarn[yarn$train,], ncomp = 5) B <- coef(mod, ncomp = 3, intercept = TRUE) ## A manual predict method: stopifnot(drop(B[1,,] + yarn$NIR[!yarn$train,] \%*\% B[-1,,]) == drop(predict(mod, ncomp = 3, newdata = yarn[!yarn$train,]))) ## Note the difference in formatting: mod2 <- pcr(density ~ NIR, data = yarn[yarn$train,]) compnames(mod2, explvar = TRUE)[1:3] compnames(mod2, comps = 1:3, explvar = TRUE) } \seealso{ \code{\link{mvr}}, \code{\link{coef}}, \code{\link{fitted}}, \code{\link{residuals}}, \code{\link{model.frame}}, \code{\link{model.matrix}}, \code{\link{na.omit}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/vcov.mvr.Rd0000644000176200001440000000207714421462223013700 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/vcov.R \name{vcov.mvr} \alias{vcov.mvr} \title{Calculate Variance-Covariance Matrix for a Fitted Model Object} \usage{ \method{vcov}{mvr}(object, ncomp, ...) } \arguments{ \item{object}{a fitted PCR object of class \code{mvr}.} \item{ncomp}{number of principal components to estimate \code{vcov} for.} \item{...}{additional arguments (not used).} } \value{ A matrix of estimated covariances between regression coefficients. } \description{ Returns the variance-covariance matrix of the coefficients of a Principal Component Regression. } \examples{ data(yarn) yarn.pcr <- pcr(density ~ NIR, 6, data = yarn) vc <- vcov(yarn.pcr, 3) # Standard error of coefficients se <- sqrt(diag(vc)) beta <- coef(yarn.pcr, ncomp = 3) # Plot regression coefficients with two standard errors shading. plot(beta, type = 'l', panel.first = polygon(x = c(1:268, 268:1), y = c(beta+2*se, rev(beta-2*se)), col = 'lightblue', border = NA)) } pls/man/oliveoil.Rd0000644000176200001440000000177514421462223013746 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{oliveoil} \alias{oliveoil} \title{Sensory and physico-chemical data of olive oils} \format{ A data frame with 16 observations on the following 2 variables. \describe{ \item{sensory}{a matrix with 6 columns. Scores for attributes \sQuote{yellow}, \sQuote{green}, \sQuote{brown}, \sQuote{glossy}, \sQuote{transp}, and \sQuote{syrup}.} \item{chemical}{a matrix with 5 columns. Measurements of acidity, peroxide, K232, K270, and DK.} } } \source{ Massart, D. L., Vandeginste, B. G. M., Buydens, L. M. C., de Jong, S., Lewi, P. J., Smeyers-Verbeke, J. (1998) \emph{Handbook of Chemometrics and Qualimetrics: Part B}. Elsevier. Tables 35.1 and 35.4. } \description{ A data set with scores on 6 attributes from a sensory panel and measurements of 5 physico-chemical quality parameters on 16 olive oil samples. The first five oils are Greek, the next five are Italian and the last six are Spanish. } \keyword{datasets} pls/man/mayonnaise.Rd0000644000176200001440000000170714421462223014262 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{mayonnaise} \alias{mayonnaise} \title{NIR measurements and oil types of mayonnaise} \format{ A data frame with 162 observations on the following 4 variables. \describe{ \item{NIR}{a matrix with 351 columns} \item{oil.type}{a numeric vector} \item{design}{a matrix with 5 columns} \item{train}{a logical vector} } } \source{ Indahl U, Sahni NS, Kirkhus B, Næs T. Multivariate strategies for classification based on NIR-spectra-with application to mayonnaise. Chemometr. Intell. Lab. Sys. 1999; 49: 19-31. } \description{ Raw NIR measurements (351 wavelengths, 1100-2500 nm in steps of 4 nm) taken on 54 samples of mayonnaise based on six different oil types (soybean, sunflower, canola, olive, corn, and grapeseed). The resulting 54 samples were measured in triplicates, resulting in 54 x 3 = 162 different spectra (120/42 training/test). } \keyword{datasets} pls/man/crossval.Rd0000644000176200001440000001413014421462223013745 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/crossval.R \name{crossval} \alias{crossval} \title{Cross-validation of PLSR and PCR models} \usage{ crossval( object, segments = 10, segment.type = c("random", "consecutive", "interleaved"), length.seg, jackknife = FALSE, trace = 15, ... ) } \arguments{ \item{object}{an \code{mvr} object; the regression to cross-validate.} \item{segments}{the number of segments to use, or a list with segments (see below).} \item{segment.type}{the type of segments to use. Ignored if \code{segments} is a list.} \item{length.seg}{Positive integer. The length of the segments to use. If specified, it overrides \code{segments} unless \code{segments} is a list.} \item{jackknife}{logical. Whether jackknifing of regression coefficients should be performed.} \item{trace}{if \code{TRUE}, tracing is turned on. If numeric, it denotes a time limit (in seconds). If the estimated total time of the cross-validation exceeds this limit, tracing is turned on.} \item{\dots}{additional arguments, sent to the underlying fit function.} } \value{ The supplied \code{object} is returned, with an additional component \code{validation}, which is a list with components \item{method}{euqals \code{"CV"} for cross-validation.} \item{pred}{an array with the cross-validated predictions.} \item{coefficients}{(only if \code{jackknife} is \code{TRUE}) an array with the jackknifed regression coefficients. The dimensions correspond to the predictors, responses, number of components, and segments, respectively.} \item{PRESS0}{a vector of PRESS values (one for each response variable) for a model with zero components, i.e., only the intercept.} \item{PRESS}{a matrix of PRESS values for models with 1, \ldots{}, \code{ncomp} components. Each row corresponds to one response variable.} \item{adj}{a matrix of adjustment values for calculating bias corrected MSEP. \code{MSEP} uses this.} \item{segments}{the list of segments used in the cross-validation.} \item{ncomp}{the number of components.} \item{gammas}{if method \code{cppls} is used, gamma values for the powers of each CV segment are returned.} } \description{ A \dQuote{stand alone} cross-validation function for \code{mvr} objects. } \details{ This function performs cross-validation on a model fit by \code{mvr}. It can handle models such as \code{plsr(y ~ msc(X), \dots{})} or other models where the predictor variables need to be recalculated for each segment. When recalculation is not needed, the result of \code{crossval(mvr(\dots{}))} is identical to \code{mvr(\dots{}, validation = "CV")}, but slower. Note that to use \code{crossval}, the data \emph{must} be specified with a \code{data} argument when fitting \code{object}. If \code{segments} is a list, the arguments \code{segment.type} and \code{length.seg} are ignored. The elements of the list should be integer vectors specifying the indices of the segments. See \code{\link{cvsegments}} for details. Otherwise, segments of type \code{segment.type} are generated. How many segments to generate is selected by specifying the number of segments in \code{segments}, or giving the segment length in \code{length.seg}. If both are specified, \code{segments} is ignored. If \code{jackknife} is \code{TRUE}, jackknifed regression coefficients are returned, which can be used for for variance estimation (\code{\link{var.jack}}) or hypothesis testing (\code{\link{jack.test}}). When tracing is turned on, the segment number is printed for each segment. By default, the cross-validation will be performed serially. However, it can be done in parallel using functionality in the \code{\link{parallel}} package by setting the option \code{parallel} in \code{\link{pls.options}}. See \code{\link{pls.options}} for the different ways to specify the parallelism. See also Examples below. } \note{ The \code{PRESS0} is always cross-validated using leave-one-out cross-validation. This usually makes little difference in practice, but should be fixed for correctness. The current implementation of the jackknife stores all jackknife-replicates of the regression coefficients, which can be very costly for large matrices. This might change in a future version. } \examples{ data(yarn) yarn.pcr <- pcr(density ~ msc(NIR), 6, data = yarn) yarn.cv <- crossval(yarn.pcr, segments = 10) \dontrun{plot(MSEP(yarn.cv))} \dontrun{ ## Parallelised cross-validation, using transient cluster: pls.options(parallel = 4) # use mclapply (not available on Windows) pls.options(parallel = quote(parallel::makeCluster(4, type = "PSOCK"))) # parLapply ## A new cluster is created and stopped for each cross-validation: yarn.cv <- crossval(yarn.pcr) yarn.loocv <- crossval(yarn.pcr, length.seg = 1) ## Parallelised cross-validation, using persistent cluster: library(parallel) ## This creates the cluster: pls.options(parallel = makeCluster(4, type = "FORK")) # not available on Windows pls.options(parallel = makeCluster(4, type = "PSOCK")) ## The cluster can be used several times: yarn.cv <- crossval(yarn.pcr) yarn.loocv <- crossval(yarn.pcr, length.seg = 1) ## The cluster should be stopped manually afterwards: stopCluster(pls.options()$parallel) ## Parallelised cross-validation, using persistent MPI cluster: ## This requires the packages snow and Rmpi to be installed library(parallel) ## This creates the cluster: pls.options(parallel = makeCluster(4, type = "MPI")) ## The cluster can be used several times: yarn.cv <- crossval(yarn.pcr) yarn.loocv <- crossval(yarn.pcr, length.seg = 1) ## The cluster should be stopped manually afterwards: stopCluster(pls.options()$parallel) ## It is good practice to call mpi.exit() or mpi.quit() afterwards: mpi.exit() } } \references{ Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of Prediction (MSEP) Estimates for Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, \bold{18}(9), 422--429. } \seealso{ \code{\link{mvr}} \code{\link{mvrCv}} \code{\link{cvsegments}} \code{\link{MSEP}} \code{\link{var.jack}} \code{\link{jack.test}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/scoreplot.Rd0000644000176200001440000002142214421462223014125 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{scoreplot} \alias{scoreplot} \alias{scoreplot.default} \alias{plot.scores} \alias{loadingplot} \alias{loadingplot.default} \alias{plot.loadings} \alias{corrplot} \title{Plots of Scores, Loadings and Correlation Loadings} \usage{ scoreplot(object, ...) \method{scoreplot}{default}( object, comps = 1:2, labels, identify = FALSE, type = "p", xlab, ylab, ... ) \method{plot}{scores}(x, ...) loadingplot(object, ...) \method{loadingplot}{default}( object, comps = 1:2, scatter = FALSE, labels, identify = FALSE, type, lty, lwd = NULL, pch, cex = NULL, col, legendpos, xlab, ylab, pretty.xlabels = TRUE, xlim, ... ) \method{plot}{loadings}(x, ...) corrplot( object, comps = 1:2, labels, plotx = TRUE, ploty = FALSE, radii = c(sqrt(1/2), 1), identify = FALSE, type = "p", xlab, ylab, col, ... ) } \arguments{ \item{object}{an object. The fitted model.} \item{\dots}{further arguments sent to the underlying plot function(s).} \item{comps}{integer vector. The components to plot.} \item{labels}{optional. Alternative plot labels or \eqn{x} axis labels. See Details.} \item{identify}{logical. Whether to use \code{identify} to interactively identify points. See below.} \item{type}{character. What type of plot to make. Defaults to \code{"p"} (points) for scatter plots and \code{"l"} (lines) for line plots. See \code{\link{plot}} for a complete list of types (not all types are possible/meaningful for all plots).} \item{xlab, ylab}{titles for \eqn{x} and \eqn{y} axes. Typically character strings, but can be expressions or lists. See \code{\link{title}} for details.} \item{x}{a \code{scores} or \code{loadings} object. The scores or loadings to plot.} \item{scatter}{logical. Whether the loadings should be plotted as a scatter instead of as lines.} \item{lty}{vector of line types (recycled as neccessary). Line types can be specified as integers or character strings (see \code{\link{par}} for the details).} \item{lwd}{vector of positive numbers (recycled as neccessary), giving the width of the lines.} \item{pch}{plot character. A character string or a vector of single characters or integers (recycled as neccessary). See \code{\link{points}} for all alternatives.} \item{cex}{numeric vector of character expansion sizes (recycled as neccessary) for the plotted symbols.} \item{col}{character or integer vector of colors for plotted lines and symbols (recycled as neccessary). See \code{\link{par}} for the details.} \item{legendpos}{Legend position. Optional. Ignored if \code{scatter} is \code{TRUE}. If present, a legend is drawn at the given position. The position can be specified symbolically (e.g., \code{legendpos = "topright"}). This requires >= 2.1.0. Alternatively, the position can be specified explicitly (\code{legendpos = t(c(x,y))}) or interactively (\code{legendpos = \link{locator}()}).} \item{pretty.xlabels}{logical. If \code{TRUE}, \code{loadingplot} tries to plot the \eqn{x} labels more nicely. See Details.} \item{xlim}{optional vector of length two, with the \eqn{x} limits of the plot.} \item{plotx}{locical. Whether to plot the \eqn{X} correlation loadings. Defaults to \code{TRUE}.} \item{ploty}{locical. Whether to plot the \eqn{Y} correlation loadings. Defaults to \code{FALSE}.} \item{radii}{numeric vector, giving the radii of the circles drawn in \code{corrplot}. The default radii represent 50\% and 100\% explained variance of the \eqn{X} variables by the chosen components.} } \value{ The functions return whatever the underlying plot function (or \code{identify}) returns. } \description{ Functions to make scatter plots of scores or correlation loadings, and scatter or line plots of loadings. } \details{ \code{plot.scores} is simply a wrapper calling \code{scoreplot}, passing all arguments. Similarly for \code{plot.loadings}. \code{scoreplot} is generic, currently with a default method that works for matrices and any object for which \code{\link{scores}} returns a matrix. The default \code{scoreplot} method makes one or more scatter plots of the scores, depending on how many components are selected. If one or two components are selected, and \code{identify} is \code{TRUE}, the function \code{\link{identify}} is used to interactively identify points. Also \code{loadingplot} is generic, with a default method that works for matrices and any object where \code{\link{loadings}} returns a matrix. If \code{scatter} is \code{TRUE}, the default method works exactly like the default \code{scoreplot} method. Otherwise, it makes a lineplot of the selected loading vectors, and if \code{identify} is \code{TRUE}, uses \code{\link{identify}} to interactively identify points. Also, if \code{legendpos} is given, a legend is drawn at the position indicated. \code{corrplot} works exactly like the default \code{scoreplot} method, except that at least two components must be selected. The \dQuote{correlation loadings}, i.e. the correlations between each variable and the selected components (see References), are plotted as pairwise scatter plots, with concentric circles of radii given by \code{radii}. Each point corresponds to a variable. The squared distance between the point and origin equals the fraction of the variance of the variable explained by the components in the panel. The default \code{radii} corresponds to 50\% and 100\% explained variance. By default, only the correlation loadings of the \eqn{X} variables are plotted, but if \code{ploty} is \code{TRUE}, also the \eqn{Y} correlation loadings are plotted. \code{scoreplot}, \code{loadingplot} and \code{corrplot} can also be called through the plot method for \code{mvr} objects, by specifying \code{plottype} as \code{"scores"}, \code{"loadings"} or \code{"correlation"}, respectively. See \code{\link{plot.mvr}}. The argument \code{labels} can be a vector of labels or one of \code{"names"} and \code{"numbers"}. If a scatter plot is produced (i.e., \code{scoreplot}, \code{corrplot}, or \code{loadingplot} with \code{scatter = TRUE}), the labels are used instead of plot symbols for the points plotted. If \code{labels} is \code{"names"} or \code{"numbers"}, the row names or row numbers of the matrix (scores, loadings or correlation loadings) are used. If a line plot is produced (i.e., \code{loadingplot}), the labels are used as \eqn{x} axis labels. If \code{labels} is \code{"names"} or \code{"numbers"}, the variable names are used as labels, the difference being that with \code{"numbers"}, the variable names are converted to numbers, if possible. Variable names of the forms \samp{"number"} or \samp{"number text"} (where the space is optional), are handled. The argument \code{pretty.xlabels} is only used when \code{labels} is specified for a line plot. If \code{TRUE} (default), the code tries to use a \sQuote{pretty} selection of labels. If \code{labels} is \code{"numbers"}, it also uses the numerical values of the labels for horisontal spacing. If one has excluded parts of the spectral region, one might therefore want to use \code{pretty.xlabels = FALSE}. } \note{ \code{\link{legend}} has many options. If you want greater control over the appearance of the legend, omit the \code{legendpos} argument and call \code{legend} manually. Graphical parametres (such as \code{pch} and \code{cex}) can also be used with \code{scoreplot} and \code{corrplot}. They are not listed in the argument list simply because they are not handled specifically in the function (unlike in \code{loadingplot}), but passed directly to the underlying plot functions by \code{\dots{}}. Tip: If the labels specified with \code{labels} are too long, they get clipped at the border of the plot region. This can be avoided by supplying the graphical parameter \code{xpd = TRUE} in the plot call. The handling of \code{labels} and \code{pretty.xlabels} in \code{coefplot} is experimental. } \examples{ data(yarn) mod <- plsr(density ~ NIR, ncomp = 10, data = yarn) ## These three are equivalent: \dontrun{ scoreplot(mod, comps = 1:5) plot(scores(mod), comps = 1:5) plot(mod, plottype = "scores", comps = 1:5) loadingplot(mod, comps = 1:5) loadingplot(mod, comps = 1:5, legendpos = "topright") # With legend loadingplot(mod, comps = 1:5, scatter = TRUE) # Plot as scatterplots corrplot(mod, comps = 1:2) corrplot(mod, comps = 1:3) } } \references{ Martens, H., Martens, M. (2000) Modified Jack-knife Estimation of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares Regression (PLSR). \emph{Food Quality and Preference}, \bold{11}(1--2), 5--16. } \seealso{ \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{scores}}, \code{\link{loadings}}, \code{\link{identify}}, \code{\link{legend}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/mvrCv.Rd0000644000176200001440000001327014421462223013212 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/crossval.R \name{mvrCv} \alias{mvrCv} \title{Cross-validation} \usage{ mvrCv( X, Y, ncomp, Y.add = NULL, weights = NULL, method = pls.options()$mvralg, scale = FALSE, segments = 10, segment.type = c("random", "consecutive", "interleaved"), length.seg, jackknife = FALSE, trace = FALSE, ... ) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{Y.add}{a vector or matrix of additional responses containing relevant information about the observations. Only used for \code{cppls}.} \item{weights}{a vector of individual weights for the observations. Only used for \code{cppls}. (Optional)} \item{method}{the multivariate regression method to be used.} \item{scale}{logical. If \code{TRUE}, the learning \eqn{X} data for each segment is scaled by dividing each variable by its sample standard deviation. The prediction data is scaled by the same amount.} \item{segments}{the number of segments to use, or a list with segments (see below).} \item{segment.type}{the type of segments to use. Ignored if \code{segments} is a list.} \item{length.seg}{Positive integer. The length of the segments to use. If specified, it overrides \code{segments} unless \code{segments} is a list.} \item{jackknife}{logical. Whether jackknifing of regression coefficients should be performed.} \item{trace}{logical; if \code{TRUE}, the segment number is printed for each segment.} \item{\dots}{additional arguments, sent to the underlying fit function.} } \value{ A list with the following components: \item{method}{equals \code{"CV"} for cross-validation.} \item{pred}{an array with the cross-validated predictions.} \item{coefficients}{(only if \code{jackknife} is \code{TRUE}) an array with the jackknifed regression coefficients. The dimensions correspond to the predictors, responses, number of components, and segments, respectively.} \item{PRESS0}{a vector of PRESS values (one for each response variable) for a model with zero components, i.e., only the intercept.} \item{PRESS}{a matrix of PRESS values for models with 1, \ldots{}, \code{ncomp} components. Each row corresponds to one response variable.} \item{adj}{a matrix of adjustment values for calculating bias corrected MSEP. \code{MSEP} uses this.} \item{segments}{the list of segments used in the cross-validation.} \item{ncomp}{the actual number of components used.} \item{gamma}{if method \code{cppls} is used, gamma values for the powers of each CV segment are returned.} } \description{ Performs the cross-validation calculations for \code{mvr}. This function is not meant to be called directly, but through the generic functions \code{pcr}, \code{plsr}, \code{cppls} or \code{mvr} with the argument \code{validation} set to \code{"CV"} or \code{"LOO"}. All arguments to \code{mvrCv} can be specified in the generic function call. If \code{segments} is a list, the arguments \code{segment.type} and \code{length.seg} are ignored. The elements of the list should be integer vectors specifying the indices of the segments. See \code{\link{cvsegments}} for details. Otherwise, segments of type \code{segment.type} are generated. How many segments to generate is selected by specifying the number of segments in \code{segments}, or giving the segment length in \code{length.seg}. If both are specified, \code{segments} is ignored. If \code{jackknife} is \code{TRUE}, jackknifed regression coefficients are returned, which can be used for for variance estimation (\code{\link{var.jack}}) or hypothesis testing (\code{\link{jack.test}}). \code{X} and \code{Y} do not need to be centered. Note that this function cannot be used in situations where \eqn{X} needs to be recalculated for each segment (except for scaling by the standard deviation), for instance with \code{msc} or other preprocessing. For such models, use the more general (but slower) function \code{\link{crossval}}. Also note that if needed, the function will silently(!) reduce \code{ncomp} to the maximal number of components that can be cross-validated, which is \eqn{n - l - 1}, where \eqn{n} is the number of observations and \eqn{l} is the length of the longest segment. The (possibly reduced) number of components is returned as the component \code{ncomp}. By default, the cross-validation will be performed serially. However, it can be done in parallel using functionality in the \code{\link{parallel}} package by setting the option \code{parallel} in \code{\link{pls.options}}. See \code{\link{pls.options}} for the different ways to specify the parallelism. } \note{ The \code{PRESS0} is always cross-validated using leave-one-out cross-validation. This usually makes little difference in practice, but should be fixed for correctness. The current implementation of the jackknife stores all jackknife-replicates of the regression coefficients, which can be very costly for large matrices. This might change in a future version. } \examples{ data(yarn) yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV", segments = 10) \dontrun{plot(MSEP(yarn.pcr))} } \references{ Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of Prediction (MSEP) Estimates for Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, \bold{18}(9), 422--429. } \seealso{ \code{\link{mvr}} \code{\link{crossval}} \code{\link{cvsegments}} \code{\link{MSEP}} \code{\link{var.jack}} \code{\link{jack.test}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/pls.Rd0000644000176200001440000000146014525754146012726 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pls-package.R \docType{package} \name{pls} \alias{pls} \alias{pls-package} \title{Partial Least Squares and Principal Component Regression} \description{ Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS). } \seealso{ Useful links: \itemize{ \item \url{https://github.com/khliland/pls} \item Report bugs at \url{https://github.com/khliland/pls/issues} } } \author{ \strong{Maintainer}: Kristian Hovde Liland \email{kristian.liland@nmbu.no} Authors: \itemize{ \item Bjørn-Helge Mevik \email{b-h@mevik.net} \item Ron Wehrens } Other contributors: \itemize{ \item Paul Hiemstra [contributor] } } \keyword{internal} pls/man/msc.Rd0000644000176200001440000000362414421462223012701 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/msc.R \name{msc} \alias{msc} \alias{predict.msc} \alias{makepredictcall.msc} \title{Multiplicative Scatter Correction} \usage{ msc(X, reference = NULL) \method{predict}{msc}(object, newdata, ...) \method{makepredictcall}{msc}(var, call) } \arguments{ \item{X, newdata}{numeric matrices. The data to scatter correct.} \item{reference}{numeric vector. Spectre to use as reference. If \code{NULL}, the column means of \code{X} are used.} \item{object}{an object inheriting from class \code{"msc"}, normally the result of a call to \code{msc} with a single matrix argument.} \item{\dots}{other arguments. Currently ignored.} \item{var}{A variable.} \item{call}{The term in the formula, as a call.} } \value{ Both \code{msc} and \code{predict.msc} return a multiplicative scatter corrected matrix, with attribute \code{"reference"} the vector used as reference spectre. The matrix is given class \code{c("msc", "matrix")}. For \code{predict.msc}, the \code{"reference"} attribute of \code{object} is used as reference spectre. } \description{ Performs multiplicative scatter/signal correction on a data matrix. } \details{ \code{makepredictcall.msc} is an internal utility function; it is not meant for interactive use. See \code{\link{makepredictcall}} for details. } \examples{ data(yarn) ## Direct correction: Ztrain <- msc(yarn$NIR[yarn$train,]) Ztest <- predict(Ztrain, yarn$NIR[!yarn$train,]) ## Used in formula: mod <- plsr(density ~ msc(NIR), ncomp = 6, data = yarn[yarn$train,]) pred <- predict(mod, newdata = yarn[!yarn$train,]) # Automatically scatter corrected } \references{ Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} Chichester: Wiley. } \seealso{ \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, \code{\link{stdize}} } \author{ Bjørn-Helge Mevik and Ron Wehrens } \keyword{multivariate} \keyword{regression} pls/man/mvr.Rd0000644000176200001440000002635314421462223012727 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mvr.R, R/mvr_wrappers.R \name{mvr} \alias{mvr} \alias{pcr} \alias{plsr} \alias{cppls} \title{Partial Least Squares and Principal Component Regression} \usage{ mvr( formula, ncomp, Y.add, data, subset, na.action, method = pls.options()$mvralg, scale = FALSE, center = TRUE, validation = c("none", "CV", "LOO"), model = TRUE, x = FALSE, y = FALSE, ... ) plsr(..., method = pls.options()$plsralg) pcr(..., method = pls.options()$pcralg) cppls(..., Y.add, weights, method = pls.options()$cpplsalg) } \arguments{ \item{formula}{a model formula. Most of the \code{\link{lm}} formula constructs are supported. See below.} \item{ncomp}{the number of components to include in the model (see below).} \item{Y.add}{a vector or matrix of additional responses containing relevant information about the observations. Only used for \code{cppls}.} \item{data}{an optional data frame with the data to fit the model from.} \item{subset}{an optional vector specifying a subset of observations to be used in the fitting process.} \item{na.action}{a function which indicates what should happen when the data contain missing values. The default is set by the \code{na.action} setting of \code{\link{options}}, and is \code{\link{na.fail}} if that is unset. The \sQuote{factory-fresh} default is \code{\link{na.omit}}. Another possible value is \code{NULL}, no action. Value \code{\link{na.exclude}} can be useful. See \code{\link{na.omit}} for other alternatives.} \item{method}{the multivariate regression method to be used. If \code{"model.frame"}, the model frame is returned.} \item{scale}{numeric vector, or logical. If numeric vector, \eqn{X} is scaled by dividing each variable with the corresponding element of \code{scale}. If \code{scale} is \code{TRUE}, \eqn{X} is scaled by dividing each variable by its sample standard deviation. If cross-validation is selected, scaling by the standard deviation is done for every segment.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{validation}{character. What kind of (internal) validation to use. See below.} \item{model}{a logical. If \code{TRUE}, the model frame is returned.} \item{x}{a logical. If \code{TRUE}, the model matrix is returned.} \item{y}{a logical. If \code{TRUE}, the response is returned.} \item{\dots}{additional optional arguments, passed to the underlying fit functions, and \code{\link{mvrCv}}. Currently, the fit functions \code{\link{oscorespls.fit}} and \code{\link{widekernelpls.fit}} implement these extra arguments: \describe{ \item{tol:}{numeric. Tolerance used for determining convergence.} \item{maxit:}{positive integer. The maximal number of iterations used.} } and \code{\link{cppls.fit}} implements: \describe{ \item{lower:}{a vector of lower limits for power optimisation.} \item{upper:}{a vector of upper limits for power optimisation.} \item{trunc.pow:}{logical. Whether to use an experimental alternative power algorithm.} } \code{\link{mvrCv}} implements several arguments; the following are probably the most useful of them: \describe{ \item{segments:}{the number of segments to use, or a list with segments.} \item{segment.type:}{the type of segments to use.} \item{length.seg:}{Positive integer. The length of the segments to use.} \item{jackknife:}{logical. Whether to perform jackknifing of regression coefficients.} } See the functions' documentation for details.} \item{weights}{a vector of individual weights for the observations. Only used for \code{cppls}. (Optional)} } \value{ If \code{method = "model.frame"}, the model frame is returned. Otherwise, an object of class \code{mvr} is returned. The object contains all components returned by the underlying fit function. In addition, it contains the following components: \item{validation}{if validation was requested, the results of the cross-validation. See \code{\link{mvrCv}} for details.} \item{fit.time}{the elapsed time for the fit. This is used by \code{\link{crossval}} to decide whether to turn on tracing.} \item{na.action}{if observations with missing values were removed, \code{na.action} contains a vector with their indices. The class of this vector is used by functions like \code{fitted} to decide how to treat the observations.} \item{ncomp}{the number of components of the model.} \item{method}{the method used to fit the model. See the argument \code{method} for possible values.} \item{center}{use of centering in the model} \item{scale}{if scaling was requested (with \code{scale}), the scaling used.} \item{call}{the function call.} \item{terms}{the model terms.} \item{model}{if \code{model = TRUE}, the model frame.} \item{x}{if \code{x = TRUE}, the model matrix.} \item{y}{if \code{y = TRUE}, the model response.} } \description{ Functions to perform partial least squares regression (PLSR), canonical powered partial least squares (CPPLS) or principal component regression (PCR), with a formula interface. Cross-validation can be used. Prediction, model extraction, plot, print and summary methods exist. } \details{ The functions fit PLSR, CPPLS or PCR models with 1, \eqn{\ldots}, \code{ncomp} number of components. Multi-response models are fully supported. The type of model to fit is specified with the \code{method} argument. Four PLSR algorithms are available: the kernel algorithm (\code{"kernelpls"}), the wide kernel algorithm (\code{"widekernelpls"}), SIMPLS (\code{"simpls"}) and the classical orthogonal scores algorithm (\code{"oscorespls"}). One CPPLS algorithm is available (\code{"cppls"}) providing several extensions to PLS. One PCR algorithm is available: using the singular value decomposition (\code{"svdpc"}). If \code{method} is \code{"model.frame"}, the model frame is returned. The functions \code{pcr}, \code{plsr} and \code{cppls} are wrappers for \code{mvr}, with different values for \code{method}. The \code{formula} argument should be a symbolic formula of the form \code{response ~ terms}, where \code{response} is the name of the response vector or matrix (for multi-response models) and \code{terms} is the name of one or more predictor matrices, usually separated by \code{+}, e.g., \code{water ~ FTIR} or \code{y ~ X + Z}. See \code{\link{lm}} for a detailed description. The named variables should exist in the supplied \code{data} data frame or in the global environment. Note: Do not use \code{mvr(mydata$y ~ mydata$X, \ldots{})}, instead use \code{mvr(y ~ X, data = mydata, \ldots{})}. Otherwise, \code{\link{predict.mvr}} will not work properly. The chapter \samp{Statistical models in R} of the manual \samp{An Introduction to R} distributed with is a good reference on formulas in . The number of components to fit is specified with the argument \code{ncomp}. It this is not supplied, the maximal number of components is used (taking account of any cross-validation). All implemented algorithms mean-center both predictor and response matrices. This can be turned off by specifying \code{center = FALSE}. See Seasholtz and Kowalski for a discussion about centering in PLS regression. If \code{validation = "CV"}, cross-validation is performed. The number and type of cross-validation segments are specified with the arguments \code{segments} and \code{segment.type}. See \code{\link{mvrCv}} for details. If \code{validation = "LOO"}, leave-one-out cross-validation is performed. It is an error to specify the segments when \code{validation = "LOO"} is specified. By default, the cross-validation will be performed serially. However, it can be done in parallel using functionality in the \code{\link{parallel}} package by setting the option \code{parallel} in \code{\link{pls.options}}. See \code{\link{pls.options}} for the differnt ways to specify the parallelism. See also Examples below. Note that the cross-validation is optimised for speed, and some generality has been sacrificed. Especially, the model matrix is calculated only once for the complete cross-validation, so models like \code{y ~ msc(X)} will not be properly cross-validated. However, scaling requested by \code{scale = TRUE} is properly cross-validated. For proper cross-validation of models where the model matrix must be updated/regenerated for each segment, use the separate function \code{\link{crossval}}. } \examples{ data(yarn) ## Default methods: yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.cppls <- cppls(density ~ NIR, 6, data = yarn, validation = "CV") ## Alternative methods: yarn.oscorespls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "oscorespls") yarn.simpls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "simpls") \dontrun{ ## Parallelised cross-validation, using transient cluster: pls.options(parallel = 4) # use mclapply pls.options(parallel = quote(makeCluster(4, type = "PSOCK"))) # use parLapply ## A new cluster is created and stopped for each cross-validation: yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") ## Parallelised cross-validation, using persistent cluster: library(parallel) ## This creates the cluster: pls.options(parallel = makeCluster(4, type = "PSOCK")) ## The cluster can be used several times: yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") ## The cluster should be stopped manually afterwards: stopCluster(pls.options()$parallel) ## Parallelised cross-validation, using persistent MPI cluster: ## This requires the packages snow and Rmpi to be installed library(parallel) ## This creates the cluster: pls.options(parallel = makeCluster(4, type = "MPI")) ## The cluster can be used several times: yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") ## The cluster should be stopped manually afterwards: stopCluster(pls.options()$parallel) ## It is good practice to call mpi.exit() or mpi.quit() afterwards: mpi.exit() } ## Multi-response models: data(oliveoil) sens.pcr <- pcr(sensory ~ chemical, ncomp = 4, scale = TRUE, data = oliveoil) sens.pls <- plsr(sensory ~ chemical, ncomp = 4, scale = TRUE, data = oliveoil) ## Classification # A classification example utilizing additional response information # (Y.add) is found in the cppls.fit manual ('See also' above). } \references{ Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} Chichester: Wiley. Seasholtz, M. B. and Kowalski, B. R. (1992) The effect of mean centering on prediction in multivariate calibration. \emph{Journal of Chemometrics}, \bold{6}(2), 103--111. } \seealso{ \code{\link{kernelpls.fit}}, \code{\link{widekernelpls.fit}}, \code{\link{simpls.fit}}, \code{\link{oscorespls.fit}}, \code{\link{cppls.fit}}, \code{\link{svdpc.fit}}, \code{\link{mvrCv}}, \code{\link{crossval}}, \code{\link[stats]{loadings}}, \code{\link{scores}}, \code{\link{loading.weights}}, \code{\link{coef.mvr}}, \code{\link{predict.mvr}}, \code{\link{R2}}, \code{\link{MSEP}}, \code{\link{RMSEP}}, \code{\link{plot.mvr}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/simpls.fit.Rd0000644000176200001440000000617214421462223014210 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/simpls.fit.R \name{simpls.fit} \alias{simpls.fit} \title{Sijmen de Jong's SIMPLS} \usage{ simpls.fit(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) } \arguments{ \item{X}{a matrix of observations. \code{NA}s and \code{Inf}s are not allowed.} \item{Y}{a vector or matrix of responses. \code{NA}s and \code{Inf}s are not allowed.} \item{ncomp}{the number of components to be used in the modelling.} \item{center}{logical, determines if the \eqn{X} and \eqn{Y} matrices are mean centered or not. Default is to perform mean centering.} \item{stripped}{logical. If \code{TRUE} the calculations are stripped as much as possible for speed; this is meant for use with cross-validation or simulations when only the coefficients are needed. Defaults to \code{FALSE}.} \item{\dots}{other arguments. Currently ignored.} } \value{ A list containing the following components is returned: \item{coefficients}{an array of regression coefficients for 1, \ldots{}, \code{ncomp} components. The dimensions of \code{coefficients} are \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} variables and \code{npred} the number of variables to be predicted in \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of loadings.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the projection matrix used to convert X to scores.} \item{Xmeans}{a vector of means of the X variables.} \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an array of fitted values. The dimensions of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and \code{npred} the number of Y variables.} \item{residuals}{an array of regression residuals. It has the same dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of X-variance explained by each component.} \item{Xtotvar}{Total variance in \code{X}.} If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, \code{Xmeans} and \code{Ymeans} are returned. } \description{ Fits a PLSR model with the SIMPLS algorithm. } \details{ This function should not be called directly, but through the generic functions \code{plsr} or \code{mvr} with the argument \code{method="simpls"}. SIMPLS is much faster than the NIPALS algorithm, especially when the number of X variables increases, but gives slightly different results in the case of multivariate Y. SIMPLS truly maximises the covariance criterion. According to de Jong, the standard PLS2 algorithms lie closer to ordinary least-squares regression where a precise fit is sought; SIMPLS lies closer to PCR with stable predictions. } \references{ de Jong, S. (1993) SIMPLS: an alternative approach to partial least squares regression. \emph{Chemometrics and Intelligent Laboratory Systems}, \bold{18}, 251--263. } \seealso{ \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} \code{\link{kernelpls.fit}} \code{\link{widekernelpls.fit}} \code{\link{oscorespls.fit}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/man/predplot.Rd0000644000176200001440000001272314421462223013750 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{predplot} \alias{predplot} \alias{predplot.default} \alias{predplot.mvr} \alias{predplotXy} \title{Prediction Plots} \usage{ predplot(object, ...) \method{predplot}{default}(object, ...) \method{predplot}{mvr}( object, ncomp = object$ncomp, which, newdata, nCols, nRows, xlab = "measured", ylab = "predicted", main, ask = nRows * nCols < nPlots && dev.interactive(), ..., font.main, cex.main ) predplotXy( x, y, line = FALSE, labels, type = "p", main = "Prediction plot", xlab = "measured response", ylab = "predicted response", line.col = par("col"), line.lty = NULL, line.lwd = NULL, ... ) } \arguments{ \item{object}{a fitted model.} \item{\dots}{further arguments sent to underlying plot functions.} \item{ncomp}{integer vector. The model sizes (numbers of components) to use for prediction.} \item{which}{character vector. Which types of predictions to plot. Should be a subset of \code{c("train", "validation", "test")}. If not specified, \code{plot.mvr} selects test set predictions if \code{newdata} is supplied, otherwise cross-validated predictions if the model has been cross-validated, otherwise fitted values from the calibration data.} \item{newdata}{data frame. New data to predict.} \item{nCols, nRows}{integer. The number of coloumns and rows the plots will be laid out in. If not specified, \code{plot.mvr} tries to be intelligent.} \item{xlab, ylab}{titles for \eqn{x} and \eqn{y} axes. Typically character strings, but can be expressions or lists. See \code{\link{title}} for details.} \item{main}{optional main title for the plot. See Details.} \item{ask}{logical. Whether to ask the user before each page of a plot.} \item{font.main}{font to use for main titles. See \code{\link{par}} for details. Also see Details below.} \item{cex.main}{numeric. The magnification to be used for main titles relative to the current size. Also see Details below.} \item{x}{numeric vector. The observed response values.} \item{y}{numeric vector. The predicted response values.} \item{line}{logical. Whether a target line should be drawn.} \item{labels}{optional. Alternative plot labels to use. Either a vector of labels, or \code{"names"} or \code{"numbers"} to use the row names or row numbers of the data as labels.} \item{type}{character. What type of plot to make. Defaults to \code{"p"} (points). See \code{\link{plot}} for a complete list of types. The argument is ignored if \code{labels} is specified.} \item{line.col, line.lty, line.lwd}{character or numeric. The \code{col}, \code{lty} and \code{lwd} parametres for the target line. See \code{\link{par}} for details.} } \value{ The functions invisibly return a matrix with the (last) plotted data. } \description{ Functions to plot predicted values against measured values for a fitted model. } \details{ \code{predplot} is a generic function for plotting predicted versus measured response values, with default and \code{mvr} methods currently implemented. The default method is very simple, and doesn't handle multiple responses or new data. The \code{mvr} method, handles multiple responses, model sizes and types of predictions by making one plot for each combination. It can also be called through the plot method for \code{mvr}, by specifying \code{plottype = "prediction"} (the default). The argument \code{main} can be used to specify the main title of the plot. It is handled in a non-standard way. If there is only on (sub) plot, \code{main} will be used as the main title of the plot. If there is \emph{more} than one (sub) plot, however, the presence of \code{main} will produce a corresponding \sQuote{global} title on the page. Any graphical parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its appearance can be changed by setting the parameters with \code{\link{par}}, which will affect \emph{both} titles (with the exception of \code{font.main} and \code{cex.main}, which will only affect the \sQuote{global} title when there is more than one plot). (To have different settings for the two titles, one can override the \code{par} settings with arguments to \code{predplot}.) \code{predplotXy} is an internal function and is not meant for interactive use. It is called by the \code{predplot} methods, and its arguments, e.g, \code{line}, can be given in the \code{predplot} call. } \note{ The \code{font.main} and \code{cex.main} must be (completely) named. This is to avoid that any argument \code{cex} or \code{font} matches them. Tip: If the labels specified with \code{labels} are too long, they get clipped at the border of the plot region. This can be avoided by supplying the graphical parameter \code{xpd = TRUE} in the plot call. } \examples{ data(yarn) mod <- plsr(density ~ NIR, ncomp = 10, data = yarn[yarn$train,], validation = "CV") \dontrun{ predplot(mod, ncomp = 1:6) plot(mod, ncomp = 1:6) # Equivalent to the previous ## Both cross-validated and test set predictions: predplot(mod, ncomp = 4:6, which = c("validation", "test"), newdata = yarn[!yarn$train,]) } data(oliveoil) mod.sens <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil) \dontrun{plot(mod.sens, ncomp = 2:4) # Several responses gives several plots} } \seealso{ \code{\link{mvr}}, \code{\link{plot.mvr}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{hplot} \keyword{multivariate} \keyword{regression} pls/man/summary.mvr.Rd0000644000176200001440000000375314431505305014422 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/summaries.R \name{print.mvr} \alias{print.mvr} \alias{summary.mvr} \alias{print.mvrVal} \alias{as.data.frame.mvrVal} \title{Summary and Print Methods for PLSR and PCR objects} \usage{ \method{print}{mvr}(x, ...) \method{summary}{mvr}( object, what = c("all", "validation", "training"), digits = 4, print.gap = 2, ... ) \method{print}{mvrVal}(x, digits = 4, print.gap = 2, ...) \method{as.data.frame}{mvrVal}(x, row.names = NULL, optional = FALSE, shortAlgs = TRUE, ...) } \arguments{ \item{x, object}{an \code{mvr} object} \item{\dots}{Other arguments sent to underlying methods.} \item{what}{one of \code{"all"}, \code{"validation"} or \code{"training"}} \item{digits}{integer. Minimum number of significant digits in the output. Default is 4.} \item{print.gap}{Integer. Gap between coloumns of the printed tables.} \item{row.names}{NULL or a character vector giving the row names for the data frame. Missing values are not allowed.} \item{optional}{Not used, only included to match signature of \code{as.data.frame}.} \item{shortAlgs}{Logical. Shorten algorithm names (default = TRUE).} } \value{ \code{print.mvr} and \code{print.mvrVal} return the object invisibly. } \description{ Summary and print methods for \code{mvr} and \code{mvrVal} objects. } \details{ If \code{what} is \code{"training"}, the explained variances are given; if it is \code{"validation"}, the cross-validated RMSEPs (if available) are given; if it is \code{"all"}, both are given. } \examples{ data(yarn) nir.mvr <- mvr(density ~ NIR, ncomp = 8, validation = "LOO", data = yarn) nir.mvr summary(nir.mvr) RMSEP(nir.mvr) # Extract MVR validation statistics as data.frame: as.data.frame(RMSEP(nir.mvr, estimate = "CV")) as.data.frame(R2(nir.mvr)) } \seealso{ \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, \code{\link{RMSEP}}, \code{\link{MSEP}} } \author{ Ron Wehrens and Bjørn-Helge Mevik } \keyword{multivariate} \keyword{regression} pls/DESCRIPTION0000644000176200001440000000224314525762273012574 0ustar liggesusersPackage: pls Title: Partial Least Squares and Principal Component Regression Version: 2.8-3 Date: 2023-11-17 Authors@R: c(person("Kristian Hovde", "Liland", role = c("aut", "cre"), email = "kristian.liland@nmbu.no"), person("Bjørn-Helge", "Mevik", role = "aut" , email = "b-h@mevik.net"), person("Ron", "Wehrens", role = "aut"), person("Paul", "Hiemstra", role = "ctb")) Author: Kristian Hovde Liland [aut, cre], Bjørn-Helge Mevik [aut], Ron Wehrens [aut], Paul Hiemstra [ctb] Maintainer: Kristian Hovde Liland Encoding: UTF-8 LazyData: yes Description: Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS). Depends: R (>= 3.5.0) Imports: grDevices, graphics, methods, stats Suggests: MASS, parallel, Rmpi, testthat, RUnit License: GPL-2 URL: https://github.com/khliland/pls BugReports: https://github.com/khliland/pls/issues RoxygenNote: 7.2.3 NeedsCompilation: no Packaged: 2023-11-17 21:37:16 UTC; kristian Repository: CRAN Date/Publication: 2023-11-17 22:10:03 UTC pls/build/0000755000176200001440000000000014525756413012163 5ustar liggesuserspls/build/vignette.rds0000644000176200001440000000033414525756413014522 0ustar liggesusers}QQ 0,"9!zס$dN~yvn}N6BHGАn@j8L 0\y+IEQ=eƙ++/JO2Ir<t9vHA+ܧ%eIZ8[`,c&?#>"UW~KvXupЂ9EH'W#~pls/tests/0000755000176200001440000000000014421462223012212 5ustar liggesuserspls/tests/test_library.R0000644000176200001440000000136414421462223015044 0ustar liggesusers### test.R: Runs all RUnit tests that work when the package is loaded with ### library() or require() ## Get warnings at once options(warn = 1) ## Make sure the global environment is clean: rm(list = ls(all = TRUE)) ## Get the pls functions and data library(pls) ## Get RUnit and utility functions library(RUnit) source("RUnit/common/utils.R") ## Make checkException silent opts <- getOption("RUnit") opts$silent <- TRUE options(RUnit = opts) ## Define and check test suite testdirs <- c("RUnit/common", "RUnit/library") plsTestSuite <- defineTestSuite("pls", testdirs) isValidTestSuite(plsTestSuite) ## Run test suite printTextProtocol(res <- runTestSuite(plsTestSuite)) if (res$pls$nFail > 0 || res$pls$nErr > 0) stop("One or more tests failed") pls/tests/RUnit/0000755000176200001440000000000014421462223013253 5ustar liggesuserspls/tests/RUnit/common/0000755000176200001440000000000014421462223014543 5ustar liggesuserspls/tests/RUnit/common/runit.jackknife.R0000644000176200001440000000566614421462223017770 0ustar liggesusers### runit.jackknife.R: test functions for jackknifing ### By Bjørn-Helge Mevik ### Started 2007-08-02 ## test.var.jack: Check dimensions of var.jack return value test.var.jack <- function() { ## Single-response model, CV: npred <- ncol(gasoline$NIR) nresp <- 1 mod <- mvr(octane ~ NIR, ncomp = 5, data = gasoline, validation = "CV", jackknife = TRUE) ## Dimensions checkEquals(dim(var.jack(mod)), c(npred, nresp, 1)) checkEquals(dim(var.jack(mod, ncomp = 1:4)), c(npred, nresp, 4)) ## Dimensions, with covariance checkEquals(dim(var.jack(mod, covariance = TRUE)), c(npred*nresp, npred*nresp, 1)) checkEquals(dim(var.jack(mod, ncomp = 1:2, covariance = TRUE)), c(npred*nresp, npred*nresp, 2)) ## Multi-response model, LOO: npred <- ncol(oliveoil$chemical) nresp <- ncol(oliveoil$sensory) mod <- mvr(sensory ~ chemical, data = oliveoil, validation = "LOO", jackknife = TRUE, ncomp = 4) ## Dimensions checkEquals(dim(var.jack(mod)), c(npred, nresp, 1)) checkEquals(dim(var.jack(mod, ncomp = 1:4)), c(npred, nresp, 4)) ## Dimensions, with covariance checkEquals(dim(var.jack(mod, covariance = TRUE)), c(npred*nresp, npred*nresp, 1)) checkEquals(dim(var.jack(mod, ncomp = 1:2, covariance = TRUE)), c(npred*nresp, npred*nresp, 2)) } ## test.jack.test: Test output from jack.test test.jack.test <- function() { ## Single-response model, CV: npred <- ncol(gasoline$NIR) nresp <- 1 mod <- mvr(octane ~ NIR, ncomp = 6, data = gasoline, validation = "CV", jackknife = TRUE) ## Things to change: ## ncomp (== object$ncomp, length > 1) ## use.mean (FALSE/TRUE) for (nc in list(6, 4:5)) { for (use.mean in c(FALSE, TRUE)) { res <- if (length(nc) == 1) jack.test(mod, use.mean = use.mean) else jack.test(mod, ncomp = nc, use.mean = use.mean) ## Check for all finite values: checkTrue(all(sapply(res, function(x) all(is.finite(x)))), paste("uniresp", length(nc), use.mean, "finite")) } } ## Multi-response model, LOO: npred <- ncol(oliveoil$chemical) nresp <- ncol(oliveoil$sensory) mod <- mvr(sensory ~ chemical, data = oliveoil, validation = "LOO", jackknife = TRUE, ncomp = 5) ## Things to change: ## ncomp (== object$ncomp, length > 1) ## use.mean (FALSE/TRUE) for (nc in list(6, 3:4)) { for (use.mean in c(FALSE, TRUE)) { res <- if (length(nc) == 1) jack.test(mod, use.mean = use.mean) else jack.test(mod, ncomp = nc, use.mean = use.mean) ## Check for all finite values: checkTrue(all(sapply(res, function(x) all(is.finite(x)))), paste("uniresp", length(nc), use.mean, "finite")) } } } pls/tests/RUnit/common/ref_multiresp.RData0000644000176200001440000002432314421462223020344 0ustar liggesusers{TT˲(qA$"A H$ *(D1PqoD JRPDI J%Asnx;NNttttL W:f. =$DxQi4-7E]_vFvqbbK}&Bg ~:z/EV9~P)KhxYZ?CB׈*hdf3 24~٪)% hݪ?-,қ{SvD5W4=4JQTj*vQ&xͻ{돎.B4Lg|_ T4-Ix| ݬ*~ċN{3CDVus:<)ѝg? hEl%sx~ѣXtq,lf0Wl;S"ZIG{~_RB2zP 㝶_HX$nP;xi D77͹77799999i4A ơ37 oXl)!A[}=)4RCSj-Q[h(M, |7IstWЦ9RZ kfA@3xcނ/p09:{WL^ϖ43YX0X3ILlg~"|yZl94 /Mh@g94:-z9D L+f l? 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Matrices that are to be scaled and/or signed: for (nm in c("loadings", "scores", "loading.weights", "Yscores", "Yloadings", "projection")) { if(!is.null(fit[[nm]])) { if (scale) { fit[[nm]] <- scale(fit[[nm]], center = FALSE) attr(fit[[nm]], "scaled:scale") <- NULL } if (sign) fit[[nm]] <- abs(fit[[nm]]) } } fit } pls/tests/RUnit/common/runit.CV.R0000644000176200001440000002066514421462223016347 0ustar liggesusers### runit.CV.R: test functions for checking cross-validation functions ### By Bjørn-Helge Mevik ### Started 2007-10-18 ## Basic cross-validation: test.CV <- function() { ## 1 resp, 5-fold, specified # comps cvmod1 <- mvr(density ~ NIR, ncomp = 10, data = yarn, validation = "CV", segments = 5, segment.type = "interleaved") omod <- mvr(density ~ NIR, ncomp = 10, data = yarn) cvmod2 <- crossval(omod, segments = 5, segment.type = "interleaved") ## Check validation component: checkEquals(cvmod1$validation, cvmod2$validation, "1 resp, validation") ## Remove components that will not match or have been tested: cvmod1$call <- cvmod2$call <- NULL cvmod1$fit.time <- cvmod2$fit.time <- NULL cvmod1$validation <- cvmod2$validation <- NULL checkEquals(cvmod1, cvmod2, "1 resp, the rest") ## 5 resps, LOO, unspecified # comps, without standardisation cvmod1 <- mvr(sensory ~ chemical, data = oliveoil, validation = "LOO") omod <- mvr(sensory ~ chemical, data = oliveoil) cvmod2 <- crossval(omod, length.seg = 1) ## Check validation component: cvmod1$validation$segments <- cvmod2$validation$segments <- NULL # Segment # order and attributes will not match checkEquals(cvmod1$validation, cvmod2$validation, "5 resps, validation") ## Remove components that will not match or have been tested: cvmod1$call <- cvmod2$call <- NULL cvmod1$fit.time <- cvmod2$fit.time <- NULL cvmod1$validation <- cvmod2$validation <- NULL checkEquals(cvmod1, cvmod2, "5 resps, the rest") ## 5 resps, LOO, unspecified # comps, with standardisation cvmod1 <- mvr(sensory ~ chemical, data = oliveoil, validation = "LOO", scale = TRUE) omod <- mvr(sensory ~ stdize(chemical), data = oliveoil) cvmod2 <- crossval(omod, length.seg = 1) ## Check the scaling used: checkEquals(cvmod1$scale, attr(model.frame(cvmod2)[[2]], "stdized:scale"), "5 resps, std, scale") ## Check the validation component: cvmod1$validation$segments <- cvmod2$validation$segments <- NULL # Segment # order and attributes will not match checkEquals(cvmod1$validation, cvmod2$validation, "5 resps, std, validation") ## Remove components that will not match or have been tested: cvmod1$call <- cvmod2$call <- NULL # The calls will not match cvmod1$Xmeans <- cvmod2$Xmeans <- NULL # cvmod2$Xmeans == 0 cvmod1$terms <- cvmod2$terms <- NULL cvmod1$model <- cvmod2$model <- NULL cvmod1$scale <- NULL # crossval() doesn't add scale cvmod1$fit.time <- cvmod2$fit.time <- NULL cvmod1$validation <- cvmod2$validation <- NULL cvmod1 <- scalecomps(cvmod1, sign = TRUE) # Remove sign differences cvmod2 <- scalecomps(cvmod2, sign = TRUE) # Remove sign differences checkTrue(all.equal(cvmod1, cvmod2, check.attributes = FALSE), "5 resps, std, the rest") ## 5 resps, LOO, unspecified # comps, without centering cvmod1 <- mvr(sensory ~ chemical, data = oliveoil, validation = "LOO", center = FALSE) omod <- mvr(sensory ~ chemical, data = oliveoil, center = FALSE) cvmod2 <- crossval(omod, length.seg = 1) ## Check the validation component: cvmod1$validation$segments <- cvmod2$validation$segments <- NULL # Segment # order and attributes will not match checkEquals(cvmod1$validation, cvmod2$validation, "5 resps, uncent, validation") ## Remove components that will not match or have been tested: cvmod1$call <- cvmod2$call <- NULL # The calls will not match cvmod1$fit.time <- cvmod2$fit.time <- NULL cvmod1$validation <- cvmod2$validation <- NULL checkTrue(all.equal(cvmod1, cvmod2, check.attributes = FALSE), "5 resps, uncent, the rest") } ## Test cvsegments() test.cvsegments <- function() { ## Data set without replicates (nrep = 1) N <- 10 ok_segs <- list(random = list(), consecutive = list(), interleaved = list()) ok_segs[[c("consecutive", 1)]] <- list(1:10) ok_segs[[c("consecutive", 2)]] <- list(1:5, 6:10) ok_segs[[c("consecutive", 3)]] <- list(1:4, 5:7, 8:10) ok_segs[[c("interleaved", 1)]] <- list(1:10) ok_segs[[c("interleaved", 2)]] <- list(c(1,3,5,7,9), c(2,4,6,8,10)) ok_segs[[c("interleaved", 3)]] <- list(c(1,4,7,10), c(2,5,8), c(3,6,9)) for (type in c("random", "consecutive", "interleaved")) { for (k in c(1,2,3)) { segs <- cvsegments(N = N, k = k, type = type) test_id <- paste("N = ", N, ", k = ", k, ", type = ", type) if (type == "random") { switch(as.character(k), "1" = { checkTrue(all.equal(1:N, sort(segs[[1]]), check.attributes = FALSE), test_id) }, "2" = { checkTrue( length(segs) == k && all(sapply(segs, length) == N/k) && length(intersect(segs[[1]], segs[[2]])) == 0, test_id) }, "3" = { checkTrue( length(segs) == k && all(sapply(segs, length) == c(4, 3, 3)) && length(intersect(segs[[1]], segs[[2]])) == 0 && length(intersect(segs[[1]], segs[[3]])) == 0 && length(intersect(segs[[2]], segs[[3]])) == 0, test_id) } ) } else { checkTrue(all.equal(ok_segs[[c(type, k)]], segs, check.attributes = FALSE), test_id) } } } ## Data set with replicates (nrep > 1) N <- 20 nrep <- 2 ok_segs <- list(random = list(), consecutive = list(), interleaved = list()) ok_segs[[c("consecutive", 1)]] <- list(1:20) ok_segs[[c("consecutive", 2)]] <- list(1:10, 11:20) ok_segs[[c("consecutive", 3)]] <- list(1:8, 9:14, 15:20) ok_segs[[c("interleaved", 1)]] <- list(1:20) ok_segs[[c("interleaved", 2)]] <- list(c(1,2,5,6,9,10,13,14,17,18), c(3,4,7,8,11,12,15,16,19,20)) ok_segs[[c("interleaved", 3)]] <- list(c(1,2,7,8,13,14,19,20), c(3,4,9,10,15,16), c(5,6,11,12,17,18)) for (type in c("random", "consecutive", "interleaved")) { for (k in c(1,2,3)) { if (k == 3) options(warn = -1) # Ignore warning segs <- cvsegments(N = N, k = k, nrep = nrep, type = type) if (k == 3) options(warn = 0) test_id <- paste("N = ", N, ", k = ", k, ", nrep = ", nrep, ", type = ", type) if (type == "random") { switch(as.character(k), "1" = { checkTrue(all.equal(1:N, sort(segs[[1]]), check.attributes = FALSE), test_id) }, "2" = { checkTrue( length(segs) == k && all(sapply(segs, length) == N/k) && length(intersect(segs[[1]], segs[[2]])) == 0, test_id) }, "3" = { checkTrue( length(segs) == k && all(sapply(segs, length) == c(8, 6, 6)) && length(intersect(segs[[1]], segs[[2]])) == 0 && length(intersect(segs[[1]], segs[[3]])) == 0 && length(intersect(segs[[2]], segs[[3]])) == 0, test_id) } ) } else { checkTrue(all.equal(ok_segs[[c(type, k)]], segs, check.attributes = FALSE), test_id) } } } } pls/tests/RUnit/common/runit.algorithms.R0000644000176200001440000000651714421462223020210 0ustar liggesusers### runit.algorithms.R: test functions for checking algorithm accurracy ### By Bjørn-Helge Mevik ### Started 2007-08-22 ### ### Check that all algorithms give the same results ### ## test.plsrRes: check that the plsr algorithms give the same results test.plsrRes <- function() { ## Load single response reference model (created with oscorespls): load("RUnit/common/ref_singresp.RData") oscmod <- mvr(form, nc = nc, data = mydata, method = "oscorespls") oscmod$method <- oscmod$call <- oscmod$fit.time <- NULL checkEquals(refmod, oscmod) kernmod <- mvr(form, nc = nc, data = mydata, method = "kernelpls") kernmod$method <- kernmod$call <- kernmod$fit.time <- NULL ## MSWin: ok with 49 comps, Linux/64: 47: ## oscores Yscores (5) have different scaling checkEquals(refmod[-5], kernmod[-5]) widekernmod <- mvr(form, nc = nc, data = mydata, method = "widekernelpls") widekernmod$method <- widekernmod$call <- widekernmod$fit.time <- NULL widekernmod$nits <- NULL # widekern also returns nits ## MSWin: ok with 44 comps, Linux/64: 43: ## oscores Yscores have different scaling checkEquals(refmod[-5], widekernmod[-5]) ## MSWin: ok with 44 comps, Linux/64: 43: checkEquals(kernmod, widekernmod) simplsmod <- mvr(form, nc = nc, data = mydata, method = "simpls") simplsmod$method <- simplsmod$call <- simplsmod$fit.time <- NULL scaled.simplsmod <- scalecomps(simplsmod, scale = TRUE) ## MSWin: ok with 36 comps, Linux/64: 27: refmod$loading.weights <- NULL # simpls doesn't give loading weights checkEquals(scalecomps(refmod, scale = TRUE), scaled.simplsmod) ## MSWin: ok with 36 comps, Linux/64: 27: kernmod$loading.weights <- NULL # simpls doesn't give loading weights checkEquals(scalecomps(kernmod, scale = TRUE), scaled.simplsmod) ## MSWin: ok with 36 comps, Linux/64: 27: widekernmod$loading.weights <- NULL # simpls doesn't give loading weights widekernmod$nits <- NULL # widekern also returns nits checkEquals(scalecomps(widekernmod, scale = TRUE), scaled.simplsmod) ## Multi-response model: ## Load multi response reference model (created with oscorespls): load("RUnit/common/ref_multiresp.RData") ## Note: the algs give sign differences, in general, for scores ## and loadings oscmod <- mvr(form, nc = nc, data = mydata, method = "oscorespls") oscmod$method <- oscmod$call <- oscmod$fit.time <-NULL for (i in 2:7) oscmod[[i]] <- abs(oscmod[[i]]) checkEquals(refmod, oscmod) kernmod <- mvr(form, nc = nc, data = mydata, method = "kernelpls") kernmod$method <- kernmod$call <- kernmod$fit.time <- NULL for (i in 2:7) kernmod[[i]] <- abs(kernmod[[i]]) ## MSWin: ok with 5 comps, Linux/64: 5: checkEquals(refmod, kernmod) widekernmod <- mvr(form, nc = nc, data = mydata, method = "widekernelpls") widekernmod$method <- widekernmod$call <- widekernmod$fit.time <- NULL widekernmod$nits <- NULL # widekern also returns nits for (i in 2:7) widekernmod[[i]] <- abs(widekernmod[[i]]) ## MSWin: ok with 4 comps, Linux/64: 4: checkEquals(refmod, widekernmod) ## MSWin: ok with 4 comps, Linux/64: 4: checkEquals(kernmod, widekernmod) ## SimPLS is supposed to give (slightly) different results for ## multi-response models, so we do not compare it } pls/tests/RUnit/common/runit.options.R0000644000176200001440000000443414421462223017526 0ustar liggesusers### runit.options.R: tests for pls.options() ### By Bjørn-Helge Mevik ### Started 2013-07-30 test.options <- function() { ## Check results when called with allowed arguments: ## none ## Save original options for later restore: old_opts <- pls.options() checkTrue(is.list(old_opts), "pls.options() doesn't return a list") ## a single list checkTrue(is.list(pls.options(list())), "pls.options(list()) doesn't return a list") pls.options(list(mvralg = "val1")) checkEquals(pls.options()$mvralg, "val1", "pls.options(list(mvralg = 'val1')) didn't set 'mvralg'") pls.options(list(mvralg = "val2", plsralg = "val3")) checkEquals(pls.options()$mvralg, "val2", "pls.options(list(mvralg = 'val2', plsralg = 'val3')) didn't set 'mvralg'") checkEquals(pls.options()$plsralg, "val3", "pls.options(list(mvralg = 'val2', plsralg = 'val3')) didn't set 'plsralg'") ## a single character vector res <- pls.options("mvralg") checkTrue(is.list(res), "pls.options('mvralg') doesn't return a list") checkEquals(names(res), "mvralg", "pls.options('mvralg') doesn't return the correct option") res <- pls.options(c("mvralg", "plsralg")) checkTrue(is.list(res), "pls.options(c('mvralg', 'plsralg') doesn't return a list") checkEquals(names(res), c("mvralg", "plsralg"), "pls.options(c('mvralg', 'plsralg') doesn't return the correct options") ## any number of named arguments pls.options(mvralg = "val4") checkEquals(pls.options()$mvralg, "val4", "pls.options(mvralg = 'val4') didn't set 'mvralg'") pls.options(mvralg = "val5", plsralg = "val6") checkEquals(pls.options()$mvralg, "val5", "pls.options(mvralg = 'val5', plsralg = 'val6') didn't set 'mvralg'") checkEquals(pls.options()$plsralg, "val6", "pls.options(mvralg = 'val5', plsralg = 'val6')) didn't set 'plsralg'") ## Check handling invalid arguments checkException(pls.options(list("mvralg")), "pls.options(list('mvralg')) didn't throw an error") checkException(pls.options(list("mvralg", "plsralg")), "pls.options(list('mvralg', 'plsralg')) didn't throw an error") ## Restore the original options: pls.options(old_opts) } pls/tests/RUnit/common/create_refmodels.R0000644000176200001440000000161514421462223020174 0ustar liggesusers## Creates reference models to compare later implementations with ## The models were created with R 3.3.2 an pls 2.5-0 require(pls) sessionInfo() ## Single response model: rm(list = ls(all = TRUE)) mydata <- gasoline form <- octane ~ NIR nc <- 27 # Max on MSWin: 36, Linux/64: 27 refmod <- mvr(form, nc = nc, data = mydata, method = "oscorespls") refmod$method <- refmod$call <- refmod$fit.time <- NULL save.image(file = "ref_singresp.RData") ## Multi-response model: rm(list = ls(all = TRUE)) mydata <- oliveoil form <- sensory ~ chemical nc <- 4 # 5 == max ## Note: the algs give sign differences, in general, for scores ## and loadings refmod <- mvr(form, nc = nc, data = mydata, method = "oscorespls") refmod$method <- refmod$call <- refmod$fit.time <-NULL for (i in 2:7) refmod[[i]] <- abs(refmod[[i]]) save.image(file = "ref_multiresp.RData") pls/tests/RUnit/common/runit.predict.R0000644000176200001440000001303114421462223017456 0ustar liggesusers### runit.predict.R: test functions for predict.mvr() ### By Bjørn-Helge Mevik ### Started 2007-06-11 ### ### Handling of missing values ### ## test.NAtrain: test handling of missing values in training data test.NAtrain <- function() { ## NAs in train X: olx <- oliveoil olx$chemical[2,3] <- NA n <- nrow(olx) oltest <- oliveoil[1:5,] ntest <- nrow(oltest) ## parametres: ## - train: na.action (omit, exclude) ## - ncomp / comps ## - type: response / scores ## - predict: fitted (default) / newdata ## na.action = omit (default) mod <- mvr(sensory ~ chemical, data = olx) checkEquals(nrow(predict(mod)), n - 1) checkEquals(nrow(predict(mod, type = "scores")), n - 1) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp)), n - 1) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp, type = "scores")), n - 1) checkEquals(nrow(predict(mod, newdata = oltest)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, type = "scores")), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp, type = "scores")), ntest) ## na.action = exclude mod <- mvr(sensory ~ chemical, data = olx, na.action = na.exclude) checkEquals(nrow(predict(mod)), n) checkEquals(nrow(predict(mod, type = "scores")), n) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp)), n) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp, type = "scores")), n) checkEquals(nrow(predict(mod, newdata = oltest)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, type = "scores")), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp, type = "scores")), ntest) ## NAs in train Y: oly <- oliveoil oly$sensory[3,2] <- NA n <- nrow(oly) ## parametres: ## - train: na.action (omit, exclude) ## - ncomp / comps ## - type: response / scores ## na.action = omit (default) mod <- mvr(sensory ~ chemical, data = oly) checkEquals(nrow(predict(mod)), n - 1) checkEquals(nrow(predict(mod, type = "scores")), n - 1) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp)), n - 1) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp, type = "scores")), n - 1) checkEquals(nrow(predict(mod, newdata = oltest)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, type = "scores")), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp, type = "scores")), ntest) ## na.action = na.exclude mod <- mvr(sensory ~ chemical, data = oly, na.action = na.exclude) checkEquals(nrow(predict(mod)), n) checkEquals(nrow(predict(mod, type = "scores")), n) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp)), n) checkEquals(nrow(predict(mod, comps = 1:mod$ncomp, type = "scores")), n) checkEquals(nrow(predict(mod, newdata = oltest)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, type = "scores")), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp)), ntest) checkEquals(nrow(predict(mod, newdata = oltest, comps = 1:mod$ncomp, type = "scores")), ntest) } ## test.NAtest: test handling of missing values in test data test.NAtest <- function() { ## NAs in test X: olx <- oliveoil[1:5,] olx$chemical[2,3] <- NA n <- nrow(olx) mod <- mvr(sensory ~ chemical, data = oliveoil) ## parametres: ## - test: na.action (pass (default), omit, exclude, fail) ## - ncomp (default) / comps ## - type: response (default) / scores ## na.action = pass (default) checkEquals(nrow(predict(mod, newdata = olx)), n, "pass, 1") checkEquals(nrow(predict(mod, newdata = olx, type = "scores")), n, "pass, 2") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp)), n, "pass, 3") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp, type = "scores")), n, "pass, 4") ## na.action = omit checkEquals(nrow(predict(mod, newdata = olx, na.action = na.omit)), n - 1, "omit, 1") checkEquals(nrow(predict(mod, newdata = olx, type = "scores", na.action = na.omit)), n - 1, "omit, 2") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp, na.action = na.omit)), n - 1, "omit, 3") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp, type = "scores", na.action = na.omit)), n - 1, "omit, 4") ## na.action = exclude checkEquals(nrow(predict(mod, newdata = olx, na.action = na.exclude)), n - 1, "exclude, 1") checkEquals(nrow(predict(mod, newdata = olx, type = "scores", na.action = na.exclude)), n - 1, "exclude, 2") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp, na.action = na.exclude)), n - 1, "exclude, 3") checkEquals(nrow(predict(mod, newdata = olx, comps = 1:mod$ncomp, type = "scores", na.action = na.exclude)), n - 1, "exclude, 4") ## na.action = fail checkException(predict(mod, newdata = olx, na.action = na.fail), "fail", silent = TRUE) ## NAs in test Y: oly <- oliveoil[1:5,] oly$sensory[3,2] <- NA n <- nrow(oly) checkEquals(nrow(predict(mod, newdata = oly)), n, "missing Y") } pls/tests/RUnit/common/runit.mvrVal.R0000644000176200001440000004535514421462223017311 0ustar liggesusers### runit.mvrVal.R: test functions for R2(), MSEP() and RMSEP() ### By Bjørn-Helge Mevik ### Started 2007-06-20 ### ### Check for capturing argument errors: ### test.argErrors <- function() { mod <- mvr(density ~ NIR, ncomp = 6, data = yarn, validation = "CV") checkException(R2(mod, comps = 2:5), silent = TRUE) checkException(R2(mod, estimate = "adjCV"), silent = TRUE) checkException(MSEP(mod, comps = 1:4), silent = TRUE) } ### ### Checking dimensions and dimnames of output ### test.dimR2 <- function() { ## ## Uni-response models: ## n <- nrow(yarn) ncomp <- 7 comps <- c(1,3,5) ## No CV mod <- mvr(density ~ NIR, ncomp = ncomp, data = yarn, method = "svdpc") res <- R2(mod) checkEquals(dim(res$val), c(1,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn) checkEquals(dim(res$val), c(1,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, ncomp = 2:5) checkEquals(dim(res$val), c(1,1,4 + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn, estimate = "all") checkEquals(dim(res$val), c(2,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "test")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn, intercept = FALSE, estimate = c("test", "train")) checkEquals(dim(res$val), c(2,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("test", "train")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, intercept = TRUE, comps = comps) checkEquals(dim(res$val), c(1,1,2), "uni, intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0, comps), "uni, intercept, comps, 3") checkIdentical(res$cumulative, FALSE) res <- R2(mod, intercept = FALSE, comps = comps) checkEquals(dim(res$val), c(1,1,1), "uni, no intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, comps) checkIdentical(res$cumulative, FALSE) ## With CV mod <- mvr(density ~ NIR, ncomp = ncomp, data = yarn, validation = "CV") res <- R2(mod) checkEquals(dim(res$val), c(1,1,ncomp + 1), "uni, CV, 1") checkIdentical(dimnames(res$val)[[1]], "CV") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn) checkEquals(dim(res$val), c(1,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, ncomp = 2:5) checkEquals(dim(res$val), c(1,1,4 + 1)) checkIdentical(dimnames(res$val)[[1]], "CV") checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- R2(mod, intercept = FALSE) checkEquals(dim(res$val), c(1,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], "CV") checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn, estimate = "all") checkEquals(dim(res$val), c(3,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "CV", "test"), "uni, CV, newdata, all, 2") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = yarn, intercept = FALSE, estimate = "CV") checkEquals(dim(res$val), c(1,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) ## ## Multi-response models: ## n <- nrow(oliveoil) nresp <- ncol(oliveoil$chemical) ncomp <- 4 comps <- c(2,4) ## No CV mod <- mvr(chemical ~ sensory, ncomp = ncomp, data = oliveoil) res <- R2(mod) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = oliveoil) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, ncomp = 2:4) checkEquals(dim(res$val), c(1,nresp,3 + 1), "multi, ncomp, 1") checkIdentical(dimnames(res$val)[[1]], "train", "multi, ncomp,2") checkEquals(res$comps, c(0,2:4), "multi, ncomp,3") checkIdentical(res$cumulative, TRUE, "multi, ncomp,4") res <- R2(mod, newdata = oliveoil, estimate = "all") checkEquals(dim(res$val), c(2,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "test")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = oliveoil, intercept = FALSE, estimate = c("test", "train")) checkEquals(dim(res$val), c(2,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("test", "train")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, intercept = TRUE, comps = comps) checkEquals(dim(res$val), c(1,nresp,2), "multi, intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0, comps), "multi, intercept, comps, 3") checkIdentical(res$cumulative, FALSE) res <- R2(mod, intercept = FALSE, comps = comps) checkEquals(dim(res$val), c(1,nresp,1), "multi, no intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, comps) checkIdentical(res$cumulative, FALSE) ## With CV mod <- mvr(chemical ~ sensory, ncomp = ncomp, data = oliveoil, validation = "CV", method = "svdpc") res <- R2(mod) checkEquals(dim(res$val), c(1,nresp,ncomp + 1), "multi, CV, 1") checkIdentical(dimnames(res$val)[[1]], "CV") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = oliveoil) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, ncomp = 2:4) checkEquals(dim(res$val), c(1,nresp,3 + 1), "multi, CV, ncomp, 1") checkIdentical(dimnames(res$val)[[1]], "CV", "multi, CV, ncomp, 2") checkEquals(res$comps, c(0,2:4), "multi, CV, ncomp, 3") checkIdentical(res$cumulative, TRUE, "multi, CV, ncomp, 4") res <- R2(mod, intercept = FALSE) checkEquals(dim(res$val), c(1,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], "CV") checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = oliveoil, estimate = "all") checkEquals(dim(res$val), c(3,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "CV", "test"), "multi, CV, newdata, all, 2") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- R2(mod, newdata = oliveoil, intercept = FALSE, estimate = "CV") checkEquals(dim(res$val), c(1,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) } test.dimMSEP <- function() { ## ## Uni-response models: ## n <- nrow(yarn) ncomp <- 7 comps <- c(1,3,5) ## No CV mod <- mvr(density ~ NIR, ncomp = ncomp, data = yarn, method = "svdpc") res <- MSEP(mod) checkEquals(dim(res$val), c(1,1,ncomp + 1), "uni, 1") checkIdentical(dimnames(res$val)[[1]], "train", "uni, 2") checkEquals(res$comps, 0:ncomp, "uni, 3") checkIdentical(res$cumulative, TRUE, "uni, 4") res <- MSEP(mod, newdata = yarn) checkEquals(dim(res$val), c(1,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, ncomp = 2:5) checkEquals(dim(res$val), c(1,1,4 + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, estimate = "all") checkEquals(dim(res$val), c(2,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "test")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, intercept = FALSE, estimate = c("test", "train")) checkEquals(dim(res$val), c(2,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("test", "train")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, intercept = TRUE, comps = comps) checkEquals(dim(res$val), c(1,1,2), "uni, intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0, comps), "uni, intercept, comps, 3") checkIdentical(res$cumulative, FALSE) res <- MSEP(mod, intercept = FALSE, comps = comps) checkEquals(dim(res$val), c(1,1,1), "uni, no intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, comps) checkIdentical(res$cumulative, FALSE) ## With CV mod <- mvr(density ~ NIR, ncomp = ncomp, data = yarn, validation = "CV") res <- MSEP(mod) checkEquals(dim(res$val), c(2,1,ncomp + 1), "uni, CV, 1") checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn) checkEquals(dim(res$val), c(1,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, ncomp = 2:5) checkEquals(dim(res$val), c(2,1,4 + 1)) checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, intercept = FALSE) checkEquals(dim(res$val), c(2,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, estimate = "all") checkEquals(dim(res$val), c(4,1,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "CV", "adjCV", "test"), "uni, CV, newdata, all, 2") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, intercept = FALSE, estimate = "CV") checkEquals(dim(res$val), c(1,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, intercept = FALSE, estimate = "adjCV") checkEquals(dim(res$val), c(1,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("adjCV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = yarn, intercept = FALSE, estimate = c("adjCV", "CV")) checkEquals(dim(res$val), c(2,1,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("adjCV", "CV"), "uni, newdata, no intercept, adjCV, CV") checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) ## ## Multi-response models: ## n <- nrow(oliveoil) nresp <- ncol(oliveoil$chemical) ncomp <- 5 comps <- c(1,3,4) ## No CV mod <- mvr(chemical ~ sensory, ncomp = ncomp, data = oliveoil, method = "svdpc") res <- MSEP(mod) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, ncomp = 2:5) checkEquals(dim(res$val), c(1,nresp,4 + 1)) checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, estimate = "all") checkEquals(dim(res$val), c(2,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "test")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, intercept = FALSE, estimate = c("test", "train")) checkEquals(dim(res$val), c(2,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("test", "train")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, intercept = TRUE, comps = comps) checkEquals(dim(res$val), c(1,nresp,2), "uni, intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, c(0, comps), "uni, intercept, comps, 3") checkIdentical(res$cumulative, FALSE) res <- MSEP(mod, intercept = FALSE, comps = comps) checkEquals(dim(res$val), c(1,nresp,1), "uni, no intercept, comps, 1") checkIdentical(dimnames(res$val)[[1]], "train") checkEquals(res$comps, comps) checkIdentical(res$cumulative, FALSE) ## With CV mod <- mvr(chemical ~ sensory, ncomp = ncomp, data = oliveoil, validation = "CV") res <- MSEP(mod) checkEquals(dim(res$val), c(2,nresp,ncomp + 1), "uni, CV, 1") checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil) checkEquals(dim(res$val), c(1,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], "test") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, ncomp = 2:5) checkEquals(dim(res$val), c(2,nresp,4 + 1)) checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, c(0,2:5)) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, intercept = FALSE) checkEquals(dim(res$val), c(2,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV", "adjCV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, estimate = "all") checkEquals(dim(res$val), c(4,nresp,ncomp + 1)) checkIdentical(dimnames(res$val)[[1]], c("train", "CV", "adjCV", "test"), "uni, CV, newdata, all, 2") checkEquals(res$comps, 0:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, intercept = FALSE, estimate = "CV") checkEquals(dim(res$val), c(1,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("CV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, intercept = FALSE, estimate = "adjCV") checkEquals(dim(res$val), c(1,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("adjCV")) checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) res <- MSEP(mod, newdata = oliveoil, intercept = FALSE, estimate = c("adjCV", "CV")) checkEquals(dim(res$val), c(2,nresp,ncomp)) checkIdentical(dimnames(res$val)[[1]], c("adjCV", "CV"), "uni, newdata, no intercept, adjCV, CV") checkEquals(res$comps, 1:ncomp) checkIdentical(res$cumulative, TRUE) } ### ### Check some numerical values ### test.estimates <- function() { mod <- mvr(chemical ~ sensory, data = oliveoil) res <- R2(mod, newdata = oliveoil, estimate = "all") checkEquals(res$val["train",,], res$val["test",,], "R2, train = test") checkEquals(res$val["train","Acidity","2 comps"], cor(fitted(mod)[,"Acidity","2 comps"], oliveoil$chemical[,"Acidity"])^2, "R2, train R^2 = cor^2") res <- MSEP(mod, newdata = oliveoil, estimate = "all") checkEquals(res$val["train",,], res$val["test",,], "MSEP, train = test") checkEqualsNumeric(res$val["train",,-1], colMeans((fitted(mod)- c(oliveoil$chemical))^2), "MSEP, train directly") mod <- mvr(chemical ~ sensory, data = oliveoil, validation = "CV") res <- MSEP(mod, estimate = "CV") checkEqualsNumeric(res$val["CV",,-1], colMeans((mod$validation$pred - c(oliveoil$chemical))^2)) ## FIXME: Temporary check: checkEquals(res$val["CV",,1], apply(oliveoil$chemical, 2, var) * nrow(oliveoil) / (nrow(oliveoil)-1)) } ### ### Test handling of missing values ### ## Handling of missing data in train and/or test data test.MSEPmissing <- function() { ## Two missing in X, one in Y olmiss <- oliveoil olmiss$chemical[2,3] <- NA olmiss$chemical[3,4] <- NA olmiss$sensory[4,2] <- NA ## Common segments for comparison: ## Parametres: ## - mvr: na.action: omit (default) / exclude ## - MSEP: ncomp (default) / comps ## na.action = na.omit (default) mod <- mvr(sensory ~ chemical, data = olmiss, validation = "LOO") res1 <- MSEP(mod, estimate = "all", newdata = olmiss) checkTrue(all(is.finite(res1$val)), "na.omit, all is finite 1") checkEquals(res1$val["train",,], res1$val["test",,], "na.omit, train == test") checkEqualsNumeric(res1$val["train",,-1], colMeans((fitted(mod) - c(olmiss$sensory[-c(2:4),]))^2), "na.omit, train == fitted") checkEqualsNumeric(res1$val["CV",,-1], mod$validation$PRESS / (nrow(olmiss) - 3), "na.omit, CV == PRESS/n") ## FIXME: Check adjCV res2 <- MSEP(mod, estimate = c("train", "test"), newdata = olmiss, comps = 1:5) checkTrue(all(is.finite(res2$val)), "na.omit, all is finite 2") checkEquals(drop(res2$val), res1$val[c("train", "test"),,6], "na.omit, comps == ncomp") ## na.action = na.exclude mod <- mvr(sensory ~ chemical, data = olmiss, validation = "LOO", na.action = na.exclude) res3 <- MSEP(mod, estimate = "all", newdata = olmiss) ## Superfluous: ## checkTrue(all(is.finite(res3$val)), "na.exclude, all is finite 1") ## checkEquals(res3$val["train",,], res3$val["test",,], ## "na.exclude, train == test") ## checkEqualsNumeric(res3$val["train",,-1], ## colMeans((fitted(mod)[-c(2:4),,] - ## c(olmiss$sensory[-c(2:4),]))^2), ## "na.exclude, train == fitted") ## checkEqualsNumeric(res3$val["CV",,-1], ## mod$validation$PRESS / (nrow(olmiss) - 3), ## "na.exclude, CV == PRESS/n") ## ## FIXME: Check adjCV res4 <- MSEP(mod, estimate = c("train", "test"), newdata = olmiss, comps = 1:5) ## Superfluous: ## checkTrue(all(is.finite(res4$val)), "na.exclude, all is finite 2") ## 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Note: this will not run if any check above fails: pls.options(parallel = NULL) } ## Parallel computations, calling pls:::mvrCv directly: test.mvrCv.parallel <- function() { ## Make sure we start with a `clean slate' pls.options(parallel = NULL) ## Create a baseline version to compare the parallel results with: serial <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") ## mclapply: if (.Platform$OS.type != "windows") { pls.options(parallel = 2) parallel <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") checkEquals(serial, parallel, "mclapply") } ## Auto-created FORK cluster: if (.Platform$OS.type != "windows") { pls.options(parallel = quote(parallel::makeCluster(2, type = "FORK"))) parallel <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") checkEquals(serial, parallel, "parLapply, auto-created FORK cluster") } ## Auto-created PSOCK cluster: pls.options(parallel = quote(parallel::makeCluster(2, type = "PSOCK"))) parallel <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") checkEquals(serial, parallel, "parLapply, auto-created PSOCK cluster") ## The rest of the tests use parallel functions directly: require(parallel) ## Permanent FORK cluster: if (.Platform$OS.type != "windows") { pls.options(parallel = makeCluster(2, type = "FORK")) parallel <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") stopCluster(pls.options()$parallel) checkEquals(serial, parallel, "parLapply, permanent FORK cluster") } ## Permanent PSOCK cluster: pls.options(parallel = makeCluster(2, type = "PSOCK")) parallel <- pls:::mvrCv(gasoline$NIR, gasoline$octane, 5, length.seg = 1, segment.type = "cons") stopCluster(pls.options()$parallel) checkEquals(serial, parallel, "parLapply, permanent PSOCK cluster") ## Clean up. Note: this will not run if any check above fails: pls.options(parallel = NULL) } ## A fake test function to make sure parallelism is turned off after ## the test.*.parallel tests: test.parallel.cleanup <- function() { pls.options(parallel = NULL) } pls/tests/RUnit/library/runit.mvr_wrappers.R0000644000176200001440000000371214421462223020734 0ustar liggesusers### runit.mvr_wrappers.R: test functions for checking the mvr wrappers ### By Bjørn-Helge Mevik ### Started 2013-07-13 ## test.wrapper_results: Check that the wrappers give the same results as mvr: test.wrapper_results <- function() { # plsr mvrmod <- mvr(octane ~ NIR, ncomp=10, data = gasoline, x = TRUE, y = TRUE, method = "kernelpls") wrapmod <- plsr(octane ~ NIR, ncomp=10, data = gasoline, x = TRUE, y = TRUE) checkEquals(mvrmod[-c(14,18)], wrapmod[-c(14,18)], "plsr() doesn't give the same as mvr()") # pcr mvrmod <- mvr(octane ~ NIR, ncomp=10, data = gasoline, x = TRUE, y = TRUE, method = "svdpc") wrapmod <- pcr(octane ~ NIR, ncomp=10, data = gasoline, x = TRUE, y = TRUE) checkEquals(mvrmod[-c(12,16)], wrapmod[-c(12,16)], "pcr() doesn't give the same as mvr()") # cppls mvrmod <- mvr(oil.type ~ NIR, Y.add = design, ncomp=10, data = mayonnaise, x = TRUE, y = TRUE, method = "cppls") wrapmod <- cppls(oil.type ~ NIR, Y.add = design, ncomp=10, data = mayonnaise, x = TRUE, y = TRUE) checkEquals(mvrmod[-c(19,23)], wrapmod[-c(19,23)], "cppls() doesn't give the same as mvr()") } ## test.wrapper_eval: Check that we don't pick up variables from the wrappers test.wrapper_eval <- function() { ## ('cl' is a variable that exists in the wrapper.) if (exists("cl")) rm(cl) ## plsr: res <- try(plsr(y ~ X, data = cl), silent = TRUE) checkTrue(class(res) == "try-error" && grepl("object 'cl' not found", res), "plsr() picked up local variable 'cl'") ## pcr: res <- try(pcr(y ~ X, data = cl), silent = TRUE) checkTrue(class(res) == "try-error" && grepl("object 'cl' not found", res), "pcr() picked up local variable 'cl'") ## cppls: res <- try(cppls(y ~ X, data = cl), silent = TRUE) checkTrue(class(res) == "try-error" && grepl("object 'cl' not found", res), "cppls() picked up local variable 'cl'") } pls/tests/testthat/0000755000176200001440000000000014525762272014066 5ustar liggesuserspls/tests/testthat/yarn.pcr.rds0000644000176200001440000143653114421462223016335 0ustar liggesusersP]퍒DDD(fAA* (PATJD2H9 Y$,9n[u[uJ{vfvc̵J:222 2JJ 2 ʕ]-+0b #@dz Zם<(fSbuǔ40W+_;czkw>'UWW$M(Յa)k38>v:PĮRKhʼ=Z/`>uWx aK4G츴yc\ {SyǺ}A s5Hk]T `g/S, ɐ8Ά)6c<AJXef#z= K!z~T Cy.u@SW6_ץvWDOUWO`ק)pS8:#*sttȌ_SoAoJqsY]4#Gg:`M,E`_JU/FJ=yJX{$J4>)e;1qRv3vC R}>quZJ./7ѿr lt|ҁbFA{P˼(pp\&p7RXn:\=voc6T*Z`C˄F.͢GOŰ%ZT5_,3"w /L{lZv q>t/n'BDT^>'߈^yQMě=rhw+ /T OЕؒ6z>зG'>ږ#&/?ǐE*;*0Lإk@˲gUg! 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F0ybVXsJ m#%g^Udܒ\y*) ׇf;࠰c6,${Gdoˑ.|(<]l j@V۞fv\.bOcjm˵`mf{>2WMC(-R]5 UnH&_4chѓLchp _9%,w+a%Hɴh"b ȠI7L1տY4|BH&3JeNPJ-MTMj; ^} ǽ_g7.z3&C9|^0fͤD0s~;F&F4Fϱ>.^ Uwg eݦ;q4[;/a\t>%͠Nך*^KvGh\7Qk> uNz5XQ$&[۴ǨTWΗQ;PsgH;Lo\SEZ >/iQd%2sx[zoHu4:2xǞo,9^?Y%ȩ"'Ȩ ٛU5LS%1+ ݙ~~ۏ&@[uW]x{IQ\PJ3x<'I#b݌sn$v\EUAēgޠ ھmFL~^cLR3 :'AP8~42HFLQl"߾ɳРd ^Bʡ#:ұ6!ʵ^Lz`6Uōz.~ek8Ce$;TO*˾qu~Ү&_Ε@-K=g?;"΄bSf62=+f(~uxbQ`%fߎ7kI_k S쾹 6_XZ}$gm6YK4\lvT5 YC1lÕ)_ay J'`Hzy QClȶgonƈsBҽD[\(zl&+*ُȅkve>DID϶,')N ~d. cLwN?Rw$,(6V:LPY[OMٶ>q7 vqEyA+,Ab QaS}w E=":M4{y3j8ѹ5TA4T% 3}eBz2~O7A@]<)vf#&qӀKR 5s47WܴbjҊԊG+w<`j{05=n5fj۱G bkm]4樂26yM#ze7I)k4qd}ɏ# 2pls/tests/testthat/test_basic_pls.R0000644000176200001440000002120714421462223017175 0ustar liggesuserscontext('Tests of the basic PLS functionality') # Temporary measure to pass the tests while production R and devel R have # different algorithms for generating random numbers. When 3.6.0 is out, # consider removing this and update the saved results: suppressWarnings(RNGversion("3.5.0")) # Set seed to make random choices reproducible set.seed(100) data(yarn) ## Default methods: yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pcr$fit.time = 0 # This is the time it took to fit the model, this is not constant. Setting it to zero makes it constant and checkable in this test. yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") yarn.pls$fit.time = 0 yarn.pls.widekernel <- plsr(density ~ NIR, 6, data = yarn, validation = "CV", method = 'widekernelpls') yarn.pls.widekernel$fit.time = 0 cppls_weights = runif(nrow(yarn)) yarn.cppls <- cppls(density ~ NIR, 6, data = yarn, validation = "CV", weights = cppls_weights) yarn.cppls$fit.time = 0 ## These tests might fail with alternative BLAS implementations: ## test_that('Basic model fitting methods works', { ## expect_equal_to_reference(yarn.pcr, 'yarn.pcr.rds', info = 'Principal Component Regression (pcr), method = `svdpc`') ## expect_equal_to_reference(yarn.pls, 'yarn.pls.rds', info = 'Partial Least Squars (pls), method = `kernelpls`') ## expect_equal_to_reference(yarn.pls.widekernel, 'yarn.pls.widekernel.rds', info = 'Partial Least Squars (pls), method = `widekernelpls`') ## expect_equal_to_reference(yarn.cppls, 'yarn.cppls.rds', info = 'Canocial Powered Partial Least Squares works (cppls), method = `cppls`') ## }) ## Alternative methods: yarn.oscorespls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "oscorespls") yarn.oscorespls$fit.time = 0 yarn.simpls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "simpls") yarn.simpls$fit.time = 0 ## These tests might fail with alternative BLAS implementations: ## test_that('Alternative model fitting methods works', { ## expect_equal_to_reference(yarn.oscorespls, 'yarn.oscorespls.rds', info = 'Classical orthogonal scores algorithm (oscorespls)') ## expect_equal_to_reference(yarn.simpls, 'yarn.simpls.rds', info = 'SIMPLS algorithm') ## }) ## Match predictions context('Test if predictions of the different methods line up') pred.pcr = predict(yarn.pcr) pred.pls = predict(yarn.pls) pred.pls.widekernel = predict(yarn.pls.widekernel) pred.cppls = predict(yarn.cppls) pred.oscorepls = predict(yarn.oscorespls) pred.simpls = predict(yarn.simpls) test_that('The predictions for PLS are the same and for PCR/CPPLS are diffrent than PLS', { expect_equal_to_reference(pred.pls, 'pred.pls.rds', info = 'PLS predictions should not change') expect_equal_to_reference(pred.pls.widekernel, 'pred.pls.widekernel.rds', info = 'PLS widekernel predictions should not change') expect_equal_to_reference(pred.pcr, 'pred.pcr.rds', info = 'PCR predictions should not change') expect_equal_to_reference(pred.cppls, 'pred.cppls.rds', info = 'PCR predictions should not change') expect_equal(pred.pls, pred.oscorepls, info = 'PLS prediction should be the same for normal PLS and oscorepls') expect_equal(pred.pls, pred.pls.widekernel, info = 'PLS prediction should be the same for normal PLS and widekernel PLS') expect_equal(pred.pls, pred.simpls, info = 'PLS prediction should be the same for normal PLS and simpls') expect_false(isTRUE(all.equal(pred.pls, pred.pcr)), info = 'PCR should not provide same predictions as PLS') expect_false(isTRUE(all.equal(pred.pls, pred.cppls)), info = 'CPPLS should not provide same predictions as PLS') }) ## Look at results with mean centering disabled context('Test if disabling mean centering works correctly') yarn_nocenter.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV", center = FALSE) yarn_nocenter.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV", center = FALSE) yarn_nocenter.pls.widekernel <- plsr(density ~ NIR, 6, data = yarn, validation = "CV", method = 'widekernel', center = FALSE) yarn_nocenter.cppls <- cppls(density ~ NIR, 6, data = yarn, validation = "CV", weights = cppls_weights, center = FALSE) ## Alternative methods: yarn_nocenter.oscorespls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "oscorespls", center = FALSE) yarn_nocenter.simpls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", method = "simpls", center = FALSE) # Make predictions pred_nocenter.pcr = predict(yarn_nocenter.pcr) pred_nocenter.pls = predict(yarn_nocenter.pls) pred_nocenter.pls.widekernel = predict(yarn_nocenter.pls.widekernel) pred_nocenter.cppls = predict(yarn_nocenter.cppls) pred_nocenter.oscorepls = predict(yarn_nocenter.oscorespls) pred_nocenter.simpls = predict(yarn_nocenter.simpls) test_that('Predictions with mean centering disabled are internally consistent', { expect_equal_to_reference(pred_nocenter.pls, 'pred_nocenter.pls.rds', info = 'PLS predictions should not change') expect_equal_to_reference(pred_nocenter.pls.widekernel, 'pred_nocenter.pls.widekernel.rds', info = 'PLS predictions should not change') expect_equal_to_reference(pred_nocenter.oscorepls, 'pred_nocenter.oscorepls.rds', info = 'PLS predictions should not change') expect_equal_to_reference(pred_nocenter.pcr, 'pred_nocenter.pcr.rds', info = 'PCR predictions should not change') expect_equal_to_reference(pred_nocenter.cppls, 'pred_nocenter.cppls.rds', info = 'PCR predictions should not change') expect_equal(pred_nocenter.pls, pred_nocenter.oscorepls, info = 'PLS prediction should be the same for normal PLS and oscorepls') expect_equal(pred_nocenter.pls, pred_nocenter.simpls, info = 'PLS prediction should be the same for normal PLS and simpls') expect_equal(pred_nocenter.pls, pred_nocenter.pls.widekernel, info = 'PLS prediction should be the same for normal PLS and PLS widekernel') expect_false(isTRUE(all.equal(pred_nocenter.pls, pred.pcr)), info = 'PCR should not provide same predictions as PLS') expect_false(isTRUE(all.equal(pred_nocenter.pls, pred.cppls)), info = 'CPPLS should not provide same predictions as PLS') }) test_that('Predictions with mean centering disabled differ from normal predictions', { expect_false(isTRUE(all.equal(pred.pls, pred_nocenter.pls)), info = 'PLS with no mean center should differ') expect_false(isTRUE(all.equal(pred.pls.widekernel, pred_nocenter.pls.widekernel)), info = 'PLS widekernel with no mean center should differ') expect_false(isTRUE(all.equal(pred.simpls, pred_nocenter.simpls)), info = 'PLS simpls with no mean center should differ') expect_false(isTRUE(all.equal(pred.oscorepls, pred_nocenter.oscorepls)), info = 'PLS oscorepls with no mean center should differ') expect_false(isTRUE(all.equal(pred.cppls, pred_nocenter.cppls)), info = 'CPPLS with no mean center should differ') expect_false(isTRUE(all.equal(pred.pcr, pred_nocenter.pcr)), info = 'PCR with no mean center should differ') }) context('Compare non-centered results to Unscrambler results') # Results generated by The Unscrambler, another software package that can perform PLS. unscrambler_results = structure(list(centering = c(99.54402, 80.03986, 80.06403, 60.68136, 60.42256, 60.82306, 40.03272, 40.23078, 41.24754, 40.77765, 20.25846, 20.27943, 20.41399, 20.6133, 20.28128, 0.1703148, -0.2173195, 0.05234528, 0.1929855, 0.2232819, 0.128685, 51.10463, 50.3434, 32.29767, 34.55276, 30.04396, 20.54807, 19.86818), no_centering = c(99.50454, 80.08273, 80.03199, 60.71494, 60.49206, 60.85455, 39.96323, 40.26112, 41.14723, 40.78748, 20.30801, 20.32145, 20.46079, 20.67536, 20.26472, 0.1926269, -0.2748941, 0.03286389, 0.1880585, 0.263258, 0.1293178, 51.07263, 50.36798, 32.26351, 34.51244, 30.06797, 20.57023, 19.77034)), .Names = c("centering", "no_centering"), class = "data.frame", row.names = c(NA, -28L)) test_that('Predictions for both centering and non-centering match between the package and The Unscrambler', { expect_equal(as.numeric(pred.pls[,,6]), unscrambler_results$centering, info = 'centered results in R match that of The Unscrambler', tolerance = 1e-04) expect_equal(as.numeric(pred_nocenter.pls[,,6]), unscrambler_results$no_centering, info = 'non-centered results in R match that of The Unscrambler', tolerance = 1e-04) }) pls/tests/test_import.R0000644000176200001440000000146014421462223014707 0ustar liggesusers### test.R: Runs all RUnit tests that work when the functions are accessed by direct ### import (i.e., pls::mvr(...)) ## Get warnings at once options(warn = 1) ## Make sure the global environment is clean: rm(list = ls(all = TRUE)) ## Get the data data(yarn, package = "pls") data(oliveoil, package = "pls") data(gasoline, package = "pls") ## Get RUnit and utility functions library(RUnit) source("RUnit/common/utils.R") ## Make checkException silent opts <- getOption("RUnit") opts$silent <- TRUE options(RUnit = opts) ## Define and check test suite testdirs <- c("RUnit/import") plsTestSuite <- defineTestSuite("pls", testdirs) isValidTestSuite(plsTestSuite) ## Run test suite printTextProtocol(res <- runTestSuite(plsTestSuite)) if (res$pls$nFail > 0 || res$pls$nErr > 0) stop("One or more tests failed") pls/tests/testthat.R0000644000176200001440000000006214421462223014173 0ustar liggesuserslibrary(testthat) library(pls) test_check("pls") pls/vignettes/0000755000176200001440000000000014525756413013074 5ustar liggesuserspls/vignettes/pls-manual.bib0000644000176200001440000002076414421462223015620 0ustar liggesusers%% $Id$ @Book{TESL2013, author = {T. Hastie and J. Friedman and R. Tibshirani}, title = {The Elements of Statistical Learning: data mining, inference, and prediction}, publisher = {Springer}, year = 2013, note = {10th printing with corrections} } @Article{Voet1994, author = {H. van der Voet}, title = {Comparing the predictive accuracy of models using a simple randomization test}, journal = {Chemom. Intell. Lab. Syst.}, year = 1994, volume = 25, number = 2, pages = {313--323} } @Article{ Kresta1991, title = "Multivariate Statistical Monitoring of Process Operating Performance", author = "J.V. Kresta and J.F. MacGregor and T.E. Marlin", journal = "The Canadian Journal of Chemical Engineering", volume = "69", pages = "35--47", number = "1", year = "1991" } @Article{ McIntosh1996, title = "Spatial Pattern Analysis of Functional Brain Images using Partial Least Squares ", author = "A.R. McIntosh and F.L. Bookstein and J.V. Haxby and C.L. Grady", journal = "Neuroimage", pages = "143--157", volume = "3", number = "3", year = "1996" } @Article{ Nguyen2002, author = "D.V. Nguyen and D.M. Rocke", title = "Tumor Classification by Partial Least Squares using Microarray Gene Expression Data", journal = "Bioinformatics", pages = "39--50", year = "2002", volume = "18", number = "1" } @Article{ Fornell1982, title = "Two Structural Equation Models -- {LISREL} and {PLS} Applied to Consumer-Exit Voice Theory ", author = "C. Fornell and F.L. Bookstein", journal = "Journal of Marketing Research", pages = "440--452", volume = "19", number = "4", year = "1982" } @Article{ Cramer1988, title = "Comparative Molecular-Field Analysis ({ComFA}). 1. {Effect} of Shape on Binding of Steroids to Carrier Proteins", author = "R.D. Cramer and D.E. Patterson and J.D. Bunce", journal = "Journal of the American Chemical Society", pages = "5959--5967", volume = "110", number = "18", year = "1988" } @Book{ TESL, title = "The Elements of Statistical Learning", editor = "T. Hastie and R. Tibshirani and J.H. Friedman", publisher = "Springer", address = "New York", year = "2001" } @Article{ Geladi1985, title = "Linearization and Scatter-Correction for {NIR} Reflectance Spectra of Meat", author = "P. Geladi and D. MacDougall and H. Martens", journal = "Applied Spectroscopy", volume = "39", year = "1985", pages = "491--500" } @Article{ Frank1993, author = {Frank, Ildiko E. and Friedman, Jerome H.}, title = {A Statistical View of Some Chemometrics Regression Tools (with Discussion)}, journal = {Technometrics}, volume = {35}, number = {2}, pages = {109--148}, keywords = {multiple response regression partial least squares principal components regression ridge regression variable subset selection}, year = {1993} } @Article{ Martens2001, title = "Reliable and Relevant Modelling of Real World Data: a Personal Account of the Development of {PLS} Regression", author = "H. Martens", journal = "Chemometrics and Intelligent Laboratory Systems", pages = "85--95", volume = "58", number = "2", year = "2001" } @Article{ Wold2001, title = "Personal Memories of the Early {PLS} Development", author = "S. Wold", journal = "Chemometrics and Intelligent Laboratory Systems", pages = "83--84", volume = "58", number = "2", year = "2001" } @article{ Jong1993a, author = {de Jong, Sijmen}, title = {{SIMPLS}: an Alternative Approach to Partial Least Squares Regression}, journal = {Chemometrics and Intelligent Laboratory Systems}, volume = {18}, pages = {251--263}, year = {1993} } @BOOK{R:Chambers+Hastie:1992, AUTHOR = {John M. Chambers and Trevor J. Hastie}, TITLE = {Statistical Models in {S}}, PUBLISHER = {Chapman \& Hall}, YEAR = 1992, ADDRESS = {London}, PUBLISHERURL = {http://www.crcpress.com/shopping_cart/products/product_detail.asp?sku=C3040&parent_id=&pc=}, ABSTRACT = {This is also called the ``\emph{White Book}'', and introduced S version 3, which added structures to facilitate statistical modeling in S.}, ORDERINFO = {crcpress.txt} } @article{SwiWeiWijBuy_StrConRobMulCalMod, author = {Swierenga, H. and de Weijer, A. P. and van Wijk, R. J. and Buydens, L. M. C.}, title = {Strategy for Constructing Robust Multivariate Calibration Models}, journal = {Chemometrics and Intelligent Laboratory Systems}, year = {1999}, volume = {49}, number = {1}, pages = {1--17} } @book{Mas_etal_HandChemQualB, author = {Massart, D. L. and Vandeginste, B. G. M. and Buydens, L. M. C. and de Jong, S. and Lewi, P. J. and Smeyers-Verbeke, J.}, title = {Handbook of Chemometrics and Qualimetrics: Part B}, publisher = {Elsevier}, year = {1998} } @article{LacMic:EstERRDA, author = {Lachenbruch, Peter A. and Mickey, M. Ray}, title = {Estimation of Error Rates in Discriminant Analysis}, journal = {Technometrics}, volume = {10}, number = {1}, pages = {1--11}, kommentar = {har papir}, year = {1968} } @article{Kal:2DatNIR, author = {Kalivas, John H.}, title = {Two Data Sets of Near Infrared Spectra}, journal = {Chemometrics and Intelligent Laboratory Systems}, volume = {37}, pages = {255--259}, kommentar = {har papir}, keywords = {near infrared spectroscopy wheat protein moisture octane number wavelength selection cyclic subspace regression principal component regression partial least squares}, year = {1997} } @article{MevCed:MSEPest, author = {Mevik, Bjørn-Helge and Cederkvist, Henrik René}, title = {Mean Squared Error of Prediction {(MSEP)} Estimates for Principal Component Regression {(PCR)} and Partial Least Squares Regression {(PLSR)}}, journal = {Journal of Chemometrics}, volume = {18}, number = {9}, pages = {422--429}, kommentar = {har pdf-fil}, abstract = {This paper presents results from simulations based on real data, comparing several competing mean squared error of prediction (MSEP) estimators on principal component regression (PCR) and partial least squares regression (PLSR): leave-one-out cross-validation, K-fold and adjusted K-fold cross-validation, the ordinary bootstrap estimate, the bootstrap smoothed cross-validation (BCV) estimate and the 0.632 bootstrap estimate. The overall performance of the estimators is compared in terms of their bias, variance and squared error. The results indicate that the 0.632 estimate and leave-one-out cross-validation are preferable when one can afford the computation. Otherwise adjusted 5- or 10-fold cross-validation are good candidates because of their computational efficiency.}, keywords = {mean squared error of prediction (MSEP) cross-validation adjusted cross-validation bootstrap 0.632 estimate principal component regression (PCR) partial least squares regression (PLSR)}, year = {2004} } @article{DayMacGre:ImprPlsAlg, author = {Dayal, B. S. and MacGregor, J. F.}, title = {Improved PLS algorithms}, journal = {Journal of Chemometrics}, volume = {11}, number = {1}, pages = {73-85}, kommentar = {har papir}, abstract = {In this paper a proof is given that only one of either the X- or the Y-matrix in PLS algorithms needs to be deflated during the sequential process of computing latent vectors. With the aid of this proof the original kernel algorithm developed by Lindgren et al. (J. Chemometrics, 7, 45 (1993)) is modified to provide two faster and more economical algorithms. The performances of these new algorithms are compared with that of De Jong and Ter Braak's (J. Chemometrics, 8, 169 (1994)) modified kernel algorithm in terms of speed and the new algorithms are shown to be much faster. A very fast kernel algorithm for updating PLS models in a recursive manner and for exponentially discounting past data is also presented. (C) 1997 by John Wiley & Sons, Ltd.}, keywords = {partial least squares (PLS), algorithms, faster kernel algorithms, recursive PLS, exponentially weighted PLS kernel algorithm}, year = {1997} } @book{MarNaes:MultCal, author = {Martens, Harald and Næs, Tormod}, title = {Multivariate Calibration}, publisher = {Wiley}, address = {Chichester}, kommentar = {har papir}, year = {1989} } @article{MevWeh:plsJSS, author = {Mevik, Bjørn-Helge and Wehrens, Ron}, title = {The {pls} package: Principal Component and Partial Least Squares Regression in {R}}, journal = {Journal of Statistical Software}, volume = {18}, number = {2}, pages = {1--24}, year = {2007} } pls/vignettes/pls-manual.Rnw0000644000176200001440000015734314421462223015636 0ustar liggesusers%% $Id$ \documentclass[a4paper,11pt]{article} \usepackage[T1]{fontenc} \usepackage[utf8]{inputenc} \usepackage{a4wide} %% Setup for the vignette system: %\VignetteIndexEntry{Intruction to the pls Package} %%% %%% Local definitions: %%% %% Layout: %\setcounter{secnumdepth}{0} \pagestyle{headings} \renewcommand{\bfdefault}{b} \let\epsilon\varepsilon % I prefer the \varepsilon variant. \newcommand\mat\mathrm % Matrices %% Vectors: redefine \vec as bold italic instead of an arrow accent: \let\vec\relax\DeclareMathAlphabet{\vec}{OML}{cmm}{bx}{it} %% Ron's definitions: \newcommand{\bX}{\mbox{\boldmath{$X$}}} \newcommand{\bY}{\mbox{\boldmath{$Y$}}} \newcommand{\bB}{\mbox{\boldmath{$B$}}} \newcommand{\bT}{\mbox{\boldmath{$T$}}} \newcommand{\bP}{\mbox{\boldmath{$P$}}} \newcommand{\bU}{\mbox{\boldmath{$U$}}} \newcommand{\bD}{\mbox{\boldmath{$D$}}} \newcommand{\bV}{\mbox{\boldmath{$V$}}} \newcommand{\bA}{\mbox{\boldmath{$A$}}} \newcommand{\bE}{\mbox{\boldmath{$E$}}} \newcommand{\bF}{\mbox{\boldmath{$F$}}} \newcommand{\bQ}{\mbox{\boldmath{$Q$}}} \newcommand{\bS}{\mbox{\boldmath{$S$}}} \newcommand{\bW}{\mbox{\boldmath{$W$}}} \newcommand{\bR}{\mbox{\boldmath{$R$}}} %% From jss.cls (slightly modified): \let\code=\texttt \let\proglang=\textsf \newcommand{\pkg}[1]{{\normalfont\fontseries{b}\selectfont #1}} \newcommand{\email}[1]{{\normalfont\texttt{#1}}} %%%%%%%%%%%%%%%% \begin{document} %%%%%%%%%%%%%%%% \title{Introduction to the \pkg{pls} Package} \author{ Bjørn-Helge Mevik\\ %\thanks for footnotes University Center for Information Technology, University of Oslo\\ Norway\\ \and Ron Wehrens\\ Biometris, Wageningen University \& Research\\ The Netherlands\\ } \maketitle %% Setup of Sweave: \SweaveOpts{width=5,height=5} \setkeys{Gin}{width=5in} <>= pdf.options(pointsize=10) options(digits = 4) @ \begin{abstract} The \pkg{pls} package implements Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR) in \proglang{R}, and is freely available from the CRAN website, licensed under the Gnu General Public License (GPL). The user interface is modelled after the traditional formula interface, as exemplified by \code{lm}. This was done so that people used to \proglang{R} would not have to learn yet another interface, and also because we believe the formula interface is a good way of working interactively with models. It thus has methods for generic functions like \code{predict}, \code{update} and \code{coef}. It also has more specialised functions like \code{scores}, \code{loadings} and \code{RMSEP}, and a flexible cross-validation system. Visual inspection and assessment is important in chemometrics, and the \pkg{pls} package has a number of plot functions for plotting scores, loadings, predictions, coefficients and RMSEP estimates. The package implements PCR and several algorithms for PLSR. The design is modular, so that it should be easy to use the underlying algorithms in other functions. It is our hope that the package will serve well both for interactive data analysis and as a building block for other functions or packages using PLSR or PCR. We will here describe the package and how it is used for data analysis, as well as how it can be used as a part of other packages. Also included is a section about formulas and data frames, for people not used to the \proglang{R} modelling idioms. \end{abstract} \section{Introduction}\label{sec:introduction} %%%%%%%%%%%%%%%% This vignette is meant as an introduction to the \pkg{pls} package. It is based on the paper `The pls Package: Principal Component and Partial Least Squares Regression in R', published in \emph{Journal of Statistical Software}~\cite{MevWeh:plsJSS}. The PLSR methodology is shortly described in Section~\ref{sec:theory}. Section~\ref{sec:example-session} presents an example session, to get an overview of the package. In Section~\ref{sec:formula-data-frame} we describe formulas and data frames (as they are used in \pkg{pls}). Users familiar with formulas and data frames in \proglang{R} can skip this section on first reading. Fitting of models is described in Section~\ref{sec:fitting}, and cross-validatory choice of components is discussed in Section~\ref{sec:cross-validation}. Next, inspecting and plotting models is described (Section~\ref{sec:inspecting}), followed by a section on predicting future observations (Section~\ref{sec:predicting}). Finally, Section~\ref{sec:advanced} covers more advanced topics such as parallel computing, setting options, using the underlying functions directly, and implementation details. \section{Theory}\label{sec:theory} %%%%%%%%%%%%%%%% Multivariate regression methods like Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR) enjoy large popularity in a wide range of fields, including the natural sciences. The main reason is that they have been designed to confront the situation that there are many, possibly correlated, predictor variables, and relatively few samples---a situation that is common, especially in chemistry where developments in spectroscopy since the seventies have revolutionised chemical analysis. In fact, the origin of PLSR lies in chemistry (see, e.g.,~\cite{Wold2001,Martens2001}). The field of \emph{near-infrared} (NIR) spectroscopy, with its highly overlapping lines and difficult to interpret overtones, would not have existed but for a method to obtain quantitative information from the spectra. Also other fields have benefited greatly from multivariate regression methods like PLSR and PCR. In medicinal chemistry, for example, one likes to derive molecular properties from the molecular structure. Most of these Quantitative Structure-Activity Relations (QSAR, and also Quantitative Structure-Property Relations, QSPR), and in particular, Comparative Molecular Field Analysis (ComFA)~\cite{Cramer1988}, use PLSR. Other applications range from statistical process control~\cite{Kresta1991} to tumour classification~\cite{Nguyen2002} to spatial analysis in brain images~\cite{McIntosh1996} to marketing~\cite{Fornell1982}. In the usual multiple linear regression (MLR) context, the least-squares solution for \begin{equation} \bY = \bX\bB + \mathcal{E} \end{equation} is given by \begin{equation} \bB = (\bX^T \bX)^{-1} \bX^T \bY \label{eq:lsq} \end{equation} The problem often is that $\bX^T \bX$ is singular, either because the number of variables (columns) in $\bX$ exceeds the number of objects (rows), or because of collinearities. Both PCR and PLSR circumvent this by decomposing $\bX$ into orthogonal scores $\bT$ and loadings $\bP$ \begin{equation} \bX = \bT \bP \end{equation} and regressing $\bY$ not on $\bX$ itself but on the first $a$ columns of the scores $\bT$. In PCR, the scores are given by the left singular vectors of $\bX$, multiplied with the corresponding singular values, and the loadings are the right singular vectors of $\bX$. This, however, only takes into account information about $\bX$, and therefore may be suboptimal for prediction purposes. PLSR aims to incorporate information on both $\bX$ and $\bY$ in the definition of the scores and loadings. In fact, for one specific version of PLSR, called SIMPLS~\cite{Jong1993a}, it can be shown that the scores and loadings are chosen in such a way to describe as much as possible of the {\em covariance} between $\bX$ and $\bY$, where PCR concentrates on the {\em variance} of $\bX$. Other PLSR algorithms give identical results to SIMPLS in the case of one $\bY$ variable, but deviate slightly for the multivariate $\bY$ case; the differences are not likely to be important in practice. \subsection{Algorithms} In PCR, we approximate the $\bX$ matrix by the first $a$ Principal Components (PCs), usually obtained from the singular value decomposition (SVD): \[ \bX = \tilde{\bX}_{(a)} + \mathcal{E}_X = (\bU_{(a)} \bD_{(a)} ) \bV^T_{(a)} + \mathcal{E}_X = \bT_{(a)} \bP_{(a)}^T + \mathcal{E}_X \] Next, we regress $\bY$ on the scores, which leads to regression coefficients \[ \bB = \bP (\bT^T \bT)^{-1} \bT^T \bY = \bV \bD^{-1} \bU^T \bY \] where the subscripts $a$ have been dropped for clarity. For PLSR, the components, called Latent Variables (LVs) in this context, are obtained iteratively. One starts with the SVD of the crossproduct matrix $\bS = \bX^T \bY$, thereby including information on variation in both $\bX$ and $\bY$, and on the correlation between them. The first left and right singular vectors, $w$ and $q$, are used as weight vectors for $\bX$ and $\bY$, respectively, to obtain scores $t$ and $u$: \begin{equation} t = \bX w = \bE w \end{equation} \begin{equation} u = \bY q = \bF q \end{equation} where $\bE$ and $\bF$ are initialised as $\bX$ and $\bY$, respectively. The X scores $t$ are often normalised: \begin{equation} t = t / \sqrt{t^Tt} \end{equation} The Y scores $u$ are not actually necessary in the regression but are often saved for interpretation purposes. Next, X and Y loadings are obtained by regressing against the {\em same} vector $t$: \begin{equation} \label{eq:plspt} p = \bE^T t \end{equation} \begin{equation} \label{eq:plsqt} q = \bF^T t \end{equation} Finally, the data matrices are `deflated': the information related to this latent variable, in the form of the outer products $t p^T$ and $t q^T$, is subtracted from the (current) data matrices $\bE$ and $\bF$. \begin{equation} \bE_{n+1} = \bE_n - t p^T \end{equation} \begin{equation} \bF_{n+1} = \bF_n - t q^T \end{equation} The estimation of the next component then can start from the SVD of the crossproduct matrix $\bE_{n+1}^T\bF_{n+1}$. After every iteration, vectors $w$, $t$, $p$ and $q$ are saved as columns in matrices $\bW$, $\bT$, $\bP$ and $\bQ$, respectively. One complication is that columns of matrix $\bW$ can not be compared directly: they are derived from successively deflated matrices $\bE$ and $\bF$. It has been shown that an alternative way to represent the weights, in such a way that all columns relate to the original $\bX$ matrix, is given by \begin{equation} \bR = \bW (\bP^T \bW)^{-1} \end{equation} Now, we are in the same position as in the PCR case: instead of regressing $\bY$ on $\bX$, we use scores $\bT$ to calculate the regression coefficients, and later convert these back to the realm of the original variables by pre-multiplying with matrix $\bR$ (since $\bT = \bX \bR$): \[ \bB = \bR (\bT^T \bT)^{-1} \bT^T \bY = \bR \bT^T \bY = \bR \bQ^T \] Again, here, only the first $a$ components are used. How many components are optimal has to be determined, usually by cross-validation. Many alternative formulations can be found in literature. It has been shown, for instance, that only one of $\bX$ and $\bY$ needs to be deflated; alternatively, one can directly deflate the crossproduct matrix $\bS$ (as is done in SIMPLS, for example). Moreover, there are many equivalent ways of scaling. In the example above, the scores $t$ have been normalised, but one can also choose to introduce normalisation at another point in the algorithm. Unfortunately, this can make it difficult to directly compare the scores and loadings of different PLSR implementations. \subsection{On the use of PLSR and PCR} In theory, PLSR should have an advantage over PCR. One could imagine a situation where a minor component in $\bX$ is highly correlated with $\bY$; not selecting enough components would then lead to very bad predictions. In PLSR, such a component would be automatically present in the first LV. In practice, however, there is hardly any difference between the use of PLSR and PCR; in most situations, the methods achieve similar prediction accuracies, although PLSR usually needs fewer latent variables than PCR. Put the other way around: with the same number of latent variables, PLSR will cover more of the variation in $\bY$ and PCR will cover more of $\bX$. In turn, both behave very similar to ridge regression~\cite{Frank1993}. It can also be shown that both PCR and PLSR behave as shrinkage methods~\cite{TESL}, although in some cases PLSR seems to increase the variance of individual regression coefficients, one possible explanation of why PLSR is not always better than PCR. \section{Example session}\label{sec:example-session} %%%%%%%%%%%%%%%% In this section we will walk through an example session, to get an overview of the package. To be able to use the package, one first has to load it: <<>>= library(pls) @ This prints a message telling that the package has been attached, and that the package implements a function \code{loadings} that masks a function of the same name in package \pkg{stats}. (The output of the commands have in some cases been suppressed to save space.) Three example data sets are included in \pkg{pls}: \begin{description} \item[\code{yarn}] A data set with 28 near-infrared spectra (\code{NIR}) of PET yarns, measured at 268 wavelengths, as predictors, and density as response (\code{density})~\cite{SwiWeiWijBuy_StrConRobMulCalMod}. The data set also includes a logical variable \code{train} which can be used to split the data into a training data set of size 21 and test data set of size 7. See \code{?yarn} for details. \item[\code{oliveoil}] A data set with 5 quality measurements (\code{chemical}) and 6 panel sensory panel variables (\code{sensory}) made on 16 olive oil samples~\cite{Mas_etal_HandChemQualB}. See \code{?oliveoil} for details. \item[\code{gasoline}] A data set consisting of octane number (\code{octane}) and NIR spectra (\code{NIR}) of 60 gasoline samples~\cite{Kal:2DatNIR}. Each NIR spectrum consists of 401 diffuse reflectance measurements from 900 to 1700 nm. See \code{?gasoline} for details. \end{description} These will be used in the examples that follow. To use the data sets, they must first be loaded: <<>>= data(yarn) data(oliveoil) data(gasoline) @ For the rest of the paper, it will be assumed that the package and the data sets have been loaded as above. Also, all examples are run with \code{options(digits = 4)}. \begin{figure} \begin{center} <>= par(mar = c(2, 4, 0, 1) + 0.1) matplot(t(gasoline$NIR), type = "l", lty = 1, ylab = "log(1/R)", xaxt = "n") ind <- pretty(seq(from = 900, to = 1700, by = 2)) ind <- ind[ind >= 900 & ind <= 1700] ind <- (ind - 898) / 2 axis(1, ind, colnames(gasoline$NIR)[ind]) @ \caption{Gasoline NIR spectra}\label{fig:NIR} \end{center} \end{figure} In this section, we will do a PLSR on the \code{gasoline} data to illustrate the use of \pkg{pls}. The spectra are shown in Figure~\ref{fig:NIR}. We first divide the data set into train and test data sets: <<>>= gasTrain <- gasoline[1:50,] gasTest <- gasoline[51:60,] @ A typical way of fitting a PLSR model is <<>>= gas1 <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") @ This fits a model with 10 components, and includes \emph{leave-one-out} (LOO) cross-validated predictions~\cite{LacMic:EstERRDA}. We can get an overview of the fit and validation results with the \code{summary} method: <<>>= summary(gas1) @ The validation results here are \emph{Root Mean Squared Error of Prediction} (RMSEP). There are two cross-validation estimates: \code{CV} is the ordinary CV estimate, and \code{adjCV} is a bias-corrected CV estimate~\cite{MevCed:MSEPest}. (For a LOO CV, there is virtually no difference). It is often simpler to judge the RMSEPs by plotting them: <>= plot(RMSEP(gas1), legendpos = "topright") @ % \begin{figure} \begin{center} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(RMSEP(gas1), legendpos = "topright") @ \caption{Cross-validated RMSEP curves for the \code{gasoline} data}\label{fig:RMSEPplsr} \end{center} \end{figure} This plots the estimated RMSEPs as functions of the number of components (Figure~\ref{fig:RMSEPplsr}). The \code{legendpos} argument adds a legend at the indicated position. Two components seem to be enough. This gives an RMSEP of \Sexpr{format(drop(RMSEP(gas1, "CV", ncomp = 2, intercept = FALSE)$val), digits = 3)}. %$ As mentioned in the introduction, the main practical difference between PCR and PLSR is that PCR often needs more components than PLSR to achieve the same prediction error. On this data set, PCR would need three components to achieve the same RMSEP. Once the number of components has been chosen, one can inspect different aspects of the fit by plotting predictions, scores, loadings, etc. The default plot is a prediction plot: <>= plot(gas1, ncomp = 2, asp = 1, line = TRUE) @ % \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, ncomp = 2, asp = 1, line = TRUE) @ \setkeys{Gin}{width=5in} \caption{Cross-validated predictions for the \code{gasoline} data}\label{fig:cvpreds} \end{center} \end{figure} This shows the cross-validated predictions with two components versus measured values (Figure~\ref{fig:cvpreds}). We have chosen an aspect ratio of 1, and to draw a target line. The points follow the target line quite nicely, and there is no indication of a curvature or other anomalies. Other plots can be selected with the argument \code{plottype}: <>= plot(gas1, plottype = "scores", comps = 1:3) @ % \begin{figure} \begin{center} <>= plot(gas1, plottype = "scores", comps = 1:3) @ \caption{Score plot for the \code{gasoline} data}\label{fig:scores} \end{center} \end{figure} \begin{figure} \begin{center} <>= par(mar = c(4, 4, 0.3, 1) + 0.1) plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", labels = "numbers", xlab = "nm") abline(h = 0) @ \caption{Loading plot for the \code{gasoline} data}\label{fig:loadings} \end{center} \end{figure} This gives a pairwise plot of the score values for the three first components (Figure~\ref{fig:scores}). Score plots are often used to look for patterns, groups or outliers in the data. (For instance, plotting the two first components for a model built on the \code{yarn} dataset clearly indicates the experimental design of that data.) In this example, there is no clear indication of grouping or outliers. The numbers in parentheses after the component labels are the relative amount of X variance explained by each component. The explained variances can be extracted explicitly with <<>>= explvar(gas1) @ The loading plot (Figure~\ref{fig:loadings}) is much used for interpretation purposes, for instance to look for known spectral peaks or profiles: <>= plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", labels = "numbers", xlab = "nm") abline(h = 0) @ % The \code{labels = "numbers"} argument makes the plot function try to interpret the variable names as numbers, and use them as $x$ axis labels. A fitted model is often used to predict the response values of new observations. The following predicts the responses for the ten observations in \code{gasTest}, using two components: <<>>= predict(gas1, ncomp = 2, newdata = gasTest) @ Because we know the true response values for these samples, we can calculate the test set RMSEP: <<>>= RMSEP(gas1, newdata = gasTest) @ For two components, we get \Sexpr{format(drop(RMSEP(gas1, ncomp = 2, intercept = FALSE, newdata = gasTest)$val), digits = 3)}, %$ which is quite close to the cross-validated estimate above (\Sexpr{format(drop(RMSEP(gas1, "CV", ncomp = 2, intercept = FALSE)$val), digits = 3)}). %$ \goodbreak \section{Formulas and data frames}\label{sec:formula-data-frame} %%%%%%%%%%%%%%%% The \pkg{pls} package has a formula interface that works like the formula interface in \proglang{R}'s standard \code{lm} functions, in most ways. This section gives a short description of formulas and data frames as they apply to \pkg{pls}. More information on formulas can be found in the \code{lm} help file, in Chapter~11 of `An Introduction to R', and in Chapter~2 of `The White Book'~\cite{R:Chambers+Hastie:1992}. These are good reads for anyone wanting to understand how \proglang{R} works with formulas, and the user is strongly advised to read them. \subsection{Formulas} %%%%%%%%%%%%%%%% A \emph{formula} consists of a \emph{left hand side} (lhs), a tilde (\code{\textasciitilde}), and a \emph{right hand side} (rhs). The lhs consists of a single term, representing the response(s). The rhs consists of one or more terms separated by \code{+}, representing the regressor(s). For instance, in the formula \code{a \textasciitilde\ b + c + d}, \code{a} is the response, and \code{b}, \code{c}, and \code{d} are the regressors. The intercept is handled automatically, and need not be specified in the formula. Each term represents a matrix, a numeric vector or a factor (a factor should not be used as the response). If the response term is a matrix, a multi-response model is fit. In \pkg{pls}, the right hand side quite often consists of a single term, representing a matrix regressor: \code{y \textasciitilde\ X}. It is also possible to specify transformations of the variables. For instance, \code{log(y) \textasciitilde\ msc(Z)} specifies a regression of the logarithm of \code{y} onto \code{Z} after \code{Z} has been transformed by \emph{Multiplicative Scatter (or Signal) Correction} (MSC)~\cite{Geladi1985}, a pre-treatment that is very common in infrared spectroscopy. If the transformations contain symbols that are interpreted in the formula handling, e.g., \code{+}, \code{*} or \verb|^|, the terms should be protected with the \code{I()} function, like this: \code{y \textasciitilde\ x1 + I(x2 + x3)}. This specifies \emph{two} regressors: \code{x1}, and the sum of \code{x2} and \code{x3}. \subsection{Data frames} %%%%%%%%%%%%%%%% The fit functions first look for the specified variables in a supplied data frame, and it is advisable to collect all variables there. This makes it easier to know what data has been used for fitting, to keep different variants of the data around, and to predict new data. To create a data frame, one can use the \code{data.frame} function: if \code{v1}, \code{v2} and \code{v3} are factors or numeric vectors, \code{mydata <- data.frame(y = v1, a = v2, b = v3)} will result in a data frame with variables named \code{y}, \code{a} and \code{b}. PLSR and PCR are often used with a matrix as the single predictor term (especially when one is working with spectroscopic data). Also, multi-response models require a matrix as the response term. If \code{Z} is a matrix, it has to be protected by the `protect function' \code{I()} in calls to \code{data.frame}: \code{mydata <- data.frame(..., Z = I(Z))}. Otherwise, it will be split into separate variables for each column, and there will be no variable called \code{Z} in the data frame, so we cannot use \code{Z} in the formula. One can also add the matrix to an existing data frame: \begin{verbatim} > mydata <- data.frame(...) > mydata$Z <- Z \end{verbatim} %$ This will also prevent \code{Z} from being split into separate variables. Finally, one can use \code{cbind} to combine vectors and matrices into matrices on the fly in the formula. This is most useful for the response, e.g., \code{cbind(y1, y2) \textasciitilde\ X}. Variables in a data frame can be accessed with the \code{\$} operator, e.g., \code{mydata\$y}. However, the \pkg{pls} functions access the variables automatically, so the user should never use \code{\$} in formulas. \section{Fitting models}\label{sec:fitting} %%%%%%%%%%%%%%%% The main functions for fitting models are \code{pcr} and \code{plsr}. (They are simply wrappers for the function \code{mvr}, selecting the appropriate fit algorithm). We will use \code{plsr} in the examples in this section, but everything could have been done with \code{pcr} (or \code{mvr}). In its simplest form, the function call for fitting models is \code{plsr(formula, ncomp, data)} (where \code{plsr} can be substituted with \code{pcr} or \code{mvr}). The argument \code{formula} is a formula as described above, \code{ncomp} is the number of components one wishes to fit, and \code{data} is the data frame containing the variables to use in the model. The function returns a fitted model (an object of class \code{"mvr"}) which can be inspected (Section~\ref{sec:inspecting}) or used for predicting new observations (Section~\ref{sec:predicting}). For instance: <<>>= dens1 <- plsr(density ~ NIR, ncomp = 5, data = yarn) @ If the response term of the formula is a matrix, a multi-response model is fit, e.g., <<>>= dim(oliveoil$sensory) plsr(sensory ~ chemical, data = oliveoil) @ (As we see, the \code{print} method simply tells us what type of model this is, and how the fit function was called.) The argument \code{ncomp} is optional. If it is missing, the maximal possible number of components are used. Also \code{data} is optional, and if it is missing, the variables specified in the formula is searched for in the global environment (the user's workspace). Usually, it is preferable to keep the variables in data frames, but it can sometimes be convenient to have them in the global environment. If the variables reside in a data frame, e.g.\ \code{yarn}, \emph{do not} be tempted to use formulas like \code{yarn\$density \textasciitilde\ yarn\$NIR}! Use \code{density \textasciitilde\ NIR} and specify the data frame with \code{data = yarn} as above. There are facilities for working interactively with models. To use only part of the samples in a data set, for instance the first 20, one can use arguments \code{subset = 1:20} or \code{data = yarn[1:20,]}. Also, if one wants to try different alternatives of the model, one can use the function \code{update}. For instance <<>>= trainind <- which(yarn$train == TRUE) dens2 <- update(dens1, subset = trainind) @ will refit the model \code{dens1} using only the observations which are marked as \code{TRUE} in \code{yarn\$train}, and <<>>= dens3 <- update(dens1, ncomp = 10) @ will change the number of components to 10. Other arguments, such as \code{formula}, can also be changed with \code{update}. This can save a bit of typing when working interactively with models (but it doesn't save computing time; the model is refitted each time). In general, the reader is referred to `The White Book'~\cite{R:Chambers+Hastie:1992} or `An Introduction to R' for more information about fitting and working with models in \proglang{R}. Missing data can sometimes be a problem. The PLSR and PCR algorithms currently implemented in \pkg{pls} do not handle missing values intrinsically, so observations with missing values must be removed. This can be done with the \code{na.action} argument. With \code{na.action = na.omit} (the default), any observation with missing values will be removed from the model completely. With \code{na.action = na.exclude}, they will be removed from the fitting process, but included as \code{NA}s in the residuals and fitted values. If you want an explicit error when there are missing values in the data, use \code{na.action = na.fail}. The default \code{na.action} can be set with \code{options()}, e.g., \code{options(na.action = quote(na.fail))}. Standardisation and other pre-treatments of predictor variables are often called for. In \code{pls}, the predictor variables are always centered, as a part of the fit algorithm. Scaling can be requested with the \code{scale} argument. If \code{scale} is \code{TRUE}, each variable is standardised by dividing it by its standard deviation, and if \code{scale} is a numeric vector, each variable is divided by the corresponding number. For instance, this will fit a model with standardised chemical measurements: <<>>= olive1 <- plsr(sensory ~ chemical, scale = TRUE, data = oliveoil) @ As mentioned earlier, MSC~\cite{Geladi1985} is implemented in \pkg{pls} as a function \code{msc} that can be used in formulas: <<>>= gas2 <- plsr(octane ~ msc(NIR), ncomp = 10, data = gasTrain) @ This scatter corrects \code{NIR} prior to the fitting, and arranges for new spectra to be automatically scatter corrected (using the same reference spectrum as when fitting) in \code{predict}: <>= predict(gas2, ncomp = 3, newdata = gasTest) @ There are other arguments that can be given in the fit call: \code{validation} is for selecting validation, and \code{...} is for sending arguments to the underlying functions, notably the cross-validation function \code{mvrCv}. For the other arguments, see \code{?mvr}. \section{Choosing the number of components with cross-validation}\label{sec:cross-validation} %%%%%%%%%%%%%%%% Cross-validation, commonly used to determine the optimal number of components to take into account, is controlled by the \code{validation} argument in the modelling functions (\code{mvr}, \code{plsr} and \code{pcr}). The default value is \code{"none"}. Supplying a value of \code{"CV"} or \code{"LOO"} will cause the modelling procedure to call \code{mvrCv} to perform cross-validation; \code{"LOO"} provides leave-one-out cross-validation, whereas \code{"CV"} divides the data into segments. Default is to use ten segments, randomly selected, but also segments of consecutive objects or interleaved segments (sometimes also referred to as `Venetian blinds') are possible through the use of the argument \code{segment.type}. One can also specify the segments explicitly with the argument \code{segments}; see \code{?mvrCv} for details. When validation is performed in this way, the model will contain an element comprising information on the out-of-bag predictions (in the form of predicted values, as well as MSEP and R2 values). As a reference, the MSEP error using no components at all is calculated as well. The validation results can be visualised using the \code{plottype = "validation"} argument of the standard plotting function. An example is shown in Figure~\ref{fig:RMSEPplsr} for the gasoline data; typically, one would select a number of components after which the cross-validation error does not show a significant decrease. The decision on how many components to retain will to some extent always be subjective. However, especially when building large numbers of models (e.g., in simulation studies), it can be crucial to have a consistent strategy on how to choose the ``optimal'' number of components. Two such strategies have been implemented in function \code{selectNcomp}. The first is based on the so-called one-sigma heuristic~\cite{TESL2013} and consists of choosing the model with fewest components that is still less than one standard error away from the overall best model. The second strategy employs a permutation approach, and basically tests whether adding a new component is beneficial at all~\cite{Voet1994}. It is implemented backwards, again taking the global minimum in the crossvalidation curve as a starting point, and assessing models with fewer and fewer components: as long as no significant deterioration in performance is found (by default on the $\alpha = 0.01$ level), the algorithm continues to remove components. Applying the function is quite straightforward: <>= ncomp.onesigma <- selectNcomp(gas2, method = "onesigma", plot = TRUE, ylim = c(.18, .6)) ncomp.permut <- selectNcomp(gas2, method = "randomization", plot = TRUE, ylim = c(.18, .6)) @ This leads to the plots in Figure~\ref{fig:NComp} -- note that graphical arguments can be supplied to customize the plots. In both cases, the global minimum of the crossvalidation curve is indicated with gray dotted lines, and the suggestion for the optimal number of components with a vertical blue dashed line. The left plot shows the width of the one-sigma intervals on which the suggestion is based; the right plot indicates which models have been assessed by the permutation approach through the large blue circles. The two criteria do not always agree (as in this case) but usually are quite close. \begin{figure}[tb] \centering \setkeys{Gin}{width=\textwidth} <>= par(mfrow = c(1,2)) ncomp.onesigma <- selectNcomp(gas1, "onesigma", plot = TRUE, ylim = c(.18, .6)) ncomp.permut <- selectNcomp(gas1, "randomization", plot = TRUE, ylim = c(.18, .6)) @ \caption{The two strategies for suggesting optimal model dimensions: the left plot shows the one-sigma strategy, the right plot the permutation strategy.} \label{fig:NComp} \end{figure} When a pre-treatment that depends on the composition of the training set is applied, the cross-validation procedure as described above is not optimal, in the sense that the cross-validation errors are biased downward. As long as the only purpose is to select the optimal number of components, this bias may not be very important, but it is not too difficult to avoid it. The modelling functions have an argument \code{scale} that can be used for auto-scaling per segment. However, more elaborate methods such as MSC need explicit handling per segment. For this, the function \code{crossval} is available. It takes an \code{mvr} object and performs the cross-validation as it should be done: applying the pre-treatment for each segment. The results can be shown in a plot (which looks very similar to Figure~\ref{fig:RMSEPplsr}) or summarised in numbers. <<>>= gas2.cv <- crossval(gas2, segments = 10) plot(MSEP(gas2.cv), legendpos="topright") summary(gas2.cv, what = "validation") @ Applying MSC in this case leads to nearly identical cross-validation estimates of prediction error. When the scaling does not depend on the division of the data into segments (e.g., log-scaling), functions \code{crossval} and \code{mvrCv} give the same results; however, \code{crossval} is much slower. Cross-validation can be computationally demanding (especially when using the function \code{crossval}). Therefore, both \code{mvrCv} and \code{crossval} can perform the calculations in parallel on a multi-core machine or on several machines. How to do this is described in Section~\ref{sec:parallel-cv}. \section{Inspecting fitted models}\label{sec:inspecting} %%%%%%%%%%%%%%%% A closer look at the fitted model may reveal interesting agreements or disagreements with what is known about the relations between X and Y. Several functions are implemented in \pkg{pls} for plotting, extracting and summarising model components. \subsection{Plotting} %%%%%%%%%%%%%%%% One can access all plotting functions through the \code{"plottype"} argument of the \code{plot} method for \code{mvr} objects. This is simply a wrapper function calling the actual plot functions; the latter are available to the user as well. The default plot is a prediction plot (\code{predplot}), showing predicted versus measured values. Test set predictions are used if a test set is supplied with the \code{newdata} argument. Otherwise, if the model was built using cross-validation, the cross-validated predictions are used, otherwise the predictions for the training set. This can be overridden with the \code{which} argument. An example of this type of plot can be seen in Figure~\ref{fig:cvpreds}. An optional argument can be used to indicate how many components should be included in the prediction. To assess how many components are optimal, a validation plot (\code{validationplot}) can be used such as the one shown in Figure~\ref{fig:RMSEPplsr}; this shows a measure of prediction performance (either RMSEP, MSEP, or $R^2$) against the number of components. Usually, one takes the first local minimum rather than the absolute minimum in the curve, to avoid over-fitting. The regression coefficients can be visualised using \code{plottype = "coef"} in the \code{plot} method, or directly through function \code{coefplot}. This allows simultaneous plotting of the regression vectors for several different numbers of components at once. The regression vectors for the \code{gasoline} data set using MSC are shown in Figure~\ref{fig:gascoefs} using the command <>= plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", labels = "numbers", xlab = "nm") @ \begin{figure} \begin{center} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", labels = "numbers", xlab = "nm") @ \caption{Regression coefficients for the \code{gasoline} data}\label{fig:gascoefs} \end{center} \end{figure} Note that the coefficients for two components and three components are similar. This is because the third component contributes little to the predictions. The RMSEPs (see Figure~\ref{fig:RMSEPplsr}) and predictions (see Section~\ref{sec:predicting}) for two and three components are quite similar. Scores and loadings can be plotted using functions \code{scoreplot} (an example is shown in Figure~\ref{fig:scores}) and \code{loadingplot} (in Figure~\ref{fig:loadings}), respectively. One can indicate the number of components with the \code{comps} argument; if more than two components are given, plotting the scores will give a pairs plot, otherwise a scatter plot. For \code{loadingplot}, the default is to use line plots. Finally, a `correlation loadings' plot (function \code{corrplot}, or \code{plottype = "correlation"} in \code{plot}) shows the correlations between each variable and the selected components (see Figure~\ref{fig:corrplot}). These plots are scatter plots of two sets of scores with concentric circles of radii given by \code{radii}. Each point corresponds to an X variable. The squared distance between the point and the origin equals the fraction of the variance of the variable explained by the components in the panel. The default values for \code{radii} correspond to 50\% and 100\% explained variance, respectively. \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 0, 1) + 0.1) plot(gas1, plottype = "correlation") @ \setkeys{Gin}{width=5in} \caption{Correlation loadings plot for the \code{gasoline} data}\label{fig:corrplot} \end{center} \end{figure} The plot functions accept most of the ordinary plot parameters, such as \code{col} and \code{pch}. If the model has several responses or one selects more than one model size, e.g.\ \code{ncomp = 4:6}, in some plot functions (notably prediction plots (see below), validation plots and coefficient plots) the plot window will be divided and one plot will be shown for each combination of response and model size. The number of rows and columns are chosen automatically, but can be specified explicitly with arguments \code{nRows} and \code{nCols}. If there are more plots than fit the plot window, one will be asked to press return to see the rest of the plots. \subsection{Extraction} %%%%%%%%%%%%%%%% Regression coefficients can be extracted using the generic function \code{coef}; the function takes several arguments, indicating the number of components to take into account, and whether the intercept is needed (default is \code{FALSE}). Scores and loadings can be extracted using functions \code{scores} and \code{loadings} for X, and \code{Yscores} and \code{Yloadings} for Y. These also return the percentage of variance explained as attributes. In PLSR, weights can be extracted using the function \code{loading.weights}. When applied to a PCR model, the function returns \code{NULL}. Note that commands like \code{plot(scores(gas1))} are perfectly correct, and lead to exactly the same plots as using \code{scoreplot}. \subsection{Summaries} %%%%%%%%%%%%%%%% The \code{print} method for an object of class \code{"mvr"} shows the regression type used, perhaps indicating the form of validation employed, and shows the function call. The \code{summary} method gives more information: it also shows the amount of variance explained by the model (for all choices of $a$, the number of latent variables). The \code{summary} method has an additional argument (\code{what}) to be able to focus on the training phase or validation phase, respectively. Default is to print both types of information. \section{Predicting new observations}\label{sec:predicting} %%%%%%%%%%%%%%%% Fitted models are often used to predict future observations, and \pkg{pls} implements a \code{predict} method for PLSR and PCR models. The most common way of calling this function is \code{predict(mymod, ncomp = myncomp, newdata = mynewdata)}, where \code{mymod} is a fitted model, \code{myncomp} specifies the model size(s) to use, and \code{mynewdata} is a data frame with new X observations. The data frame can also contain response measurements for the new observations, which can be used to compare the predicted values to the measured ones, or to estimate the overall prediction ability of the model. If \code{newdata} is missing, \code{predict} uses the data used to fit the model, i.e., it returns fitted values. If the argument \code{ncomp} is missing, \code{predict} returns predictions for models with 1 component, 2 components, $\ldots$, $A$ components, where $A$ is the number of components used when fitting the model. Otherwise, the model size(s) listed in \code{ncomp} are used. For instance, to get predictions from the model built in Section~\ref{sec:example-session}, with two and three components, one would use <<>>= predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,]) @ (We predict only the five first test observations, to save space.) The predictions with two and three components are quite similar. This could be expected, given that the regression vectors (Figure~\ref{fig:gascoefs}) as well as the estimated RMSEPs for the two model sizes were similar. One can also specify explicitly which components to use when predicting. This is done by specifying the components in the argument \code{comps}. (If both \code{ncomp} and \code{comps} are specified, \code{comps} takes precedence over \code{ncomp}.) For instance, to get predictions from a model with only component 2, one can use <<>>= predict(gas1, comps = 2, newdata = gasTest[1:5,]) @ The results are different from the predictions with two components (i.e., components one and two) above. (The intercept is always included in the predictions. It can be removed by subtracting \code{mymod\$Ymeans} from the predicted values.) The \code{predict} method returns a three-dimensional array, in which the entry $(i,j,k)$ is the predicted value for observation $i$, response $j$ and model size $k$. Note that singleton dimensions are not dropped, so predicting five observations for a uni-response model with \code{ncomp = 3} gives an $5 \times 1 \times 1$ array, not a vector of length five. This is to make it easier to distinguish between predictions from models with one response and predictions with one model size. (When using the \code{comps} argument, the last dimension is dropped, because the predictions are always from a single model.) One can drop the singleton dimensions explicitly by using \code{drop(predict(...))}: <<>>= drop(predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,])) @ Missing values in \code{newdata} are propagated to \code{NA}s in the predicted response, by default. This can be changed with the \code{na.action} argument. See \code{?na.omit} for details. The \code{newdata} does not have to be a data frame. Recognising the fact that the right hand side of PLSR and PCR formulas very often are a single matrix term, the \code{predict} method allows one to use a matrix as \code{newdata}, so instead of \begin{verbatim} newdataframe <- data.frame(X = newmatrix) predict(..., newdata = newdataframe) \end{verbatim} one can simply say \begin{verbatim} predict(..., newdata = newmatrix) \end{verbatim} However, there are a couple of caveats: First, this \emph{only} works in \code{predict}. Other functions that take a \code{newdata} argument (such as \code{RMSEP}) must have a data frame (because they also need the response values). Second, when \code{newdata} is a data frame, \code{predict} is able to perform more tests on the supplied data, such as the dimensions and types of variables. Third, with the exception of scaling (specified with the \code{scale} argument when fitting the model), any transformations or coding of factors and interactions have to be performed manually if \code{newdata} is a matrix. It is often interesting to predict scores from new observations, instead of response values. This can be done by specifying the argument \code{type = "scores"} in \code{predict}. One will then get a matrix with the scores corresponding to the components specified in \code{comps} (\code{ncomp} is accepted as a synonym for \code{comps} when predicting scores). Predictions can be plotted with the function \code{predplot}. This function is generic, and can also be used for plotting predictions from other types of models, such as \code{lm}. Typically, \code{predplot} is called like this: <>= predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) @ % \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 2.5, 1)) predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) @ \setkeys{Gin}{width=5in} \caption{Test set predictions}\label{fig:testPreds} \end{center} \end{figure} This plots predicted (with 2 components) versus measured response values. (Note that \code{newdata} must be a data frame with both X and Y variables.) \section{Further topics}\label{sec:advanced} %%%%%%%%%%%%%%%% This section presents a couple of slightly technical topics for more advanced use of the package. \subsection{Selecting fit algorithms}\label{sec:select-fit-alg} %%%%%%%%%%%%%%%% There are several PLSR algorithms, and the \pkg{pls} package currently implements three of them: the kernel algorithm for tall matrices (many observations, few variables)~\cite{DayMacGre:ImprPlsAlg}, the classic orthogonal scores algorithm (A.K.A.\ NIPALS algorithm)~\cite{MarNaes:MultCal} and the SIMPLS algorithm~\cite{Jong1993a}. The kernel and orthogonal scores algorithms produce the same results (the kernel algorithm being the fastest of them for most problems). SIMPLS produces the same fit for single-response models, but slightly different results for multi-response models. It is also usually faster than the NIPALS algorithm. The factory default is to use the kernel algorithm. One can specify a different algorithm with the \code{method} argument; i.e., \code{method = "oscorespls"}. If one's personal taste of algorithms does not coincide with the defaults in \pkg{pls}, it can be quite tedious (and error prone) having to write e.g.\ \code{method = "oscorespls"} every time (even though it can be shortened to e.g.\ \code{me = "o"} due to partial matching). Therefore, the defaults can be changed, with the function \code{pls.options}. Called without arguments, it returns the current settings as a named list: <<>>= pls.options() @ The options specify the default fit algorithm of \code{mvr}, \code{plsr}, and \code{pcr}. To return only a specific option, one can use \code{pls.options("plsralg")}. To change the default PLSR algorithm for the rest of the session, one can use, e.g. <<>>= pls.options(plsralg = "oscorespls") @ Note that changes to the options only last until \proglang{R} exits. (Earlier versions of \pkg{pls} stored the changes in the global environment so they could be saved and restored, but current CRAN policies do not allow this.) \subsection{Parallel cross-validation}\label{sec:parallel-cv} %%%%%%%%%%%%%%%% Cross-validation is a computationally demanding procedure. A new model has to be fitted for each segment. The underlying fit functions have been optimised, and the implementation of cross-validation that is used when specifying the \code{validation} argument to \code{mvr} tries to avoid any unneeded calculations (and house-keeping things like the formula handling, which can be surprisingly expensive). Even so, cross-validation can take a long time, for models with large matrices, many components or many segments. By default, the cross-validation calculations in \pkg{pls} is performed serially, on one CPU (core). (In the following, we will use `CPU' to denote both CPUs and cores.) Since version 2.14.0, \proglang{R} has shipped with a package \pkg{parallel} for running calculations in parallel, on multi-CPU machines or on several machines. The \pkg{pls} package can use the facilities of \pkg{parallel} to run the cross-validations in parallel. The \pkg{parallel} package has several ways of running calculations in parallel, and not all of them are available on all systems. Therefore, the support in \pkg{pls} is quite general, so one can select the ways that work well on the given system. To specify how to run calculations in parallel, one sets the option \code{parallel} in \code{pls.options}. After setting the option, one simply runs cross-validatons as before, and the calculations will be performed in parallel. This works both when using the \code{crossval} function and the \code{validation} argument to \code{mvr}. The parallel specification has effect until it is changed. The default value for \code{parallel} is \code{NULL}, which specifies that the calculations are done serially, using one CPU. Specifying the value 1 has the same effect. Specifying an integer $> 1$ makes the calculations use the function \code{mclapply} with the given number as the number of CPUs to use. Note: \code{mclapply} depends on `forking' which does not exist on MS Windows, so \code{mclapply} cannot be used there. Example: \begin{verbatim} pls.options(parallel = 4) # Use mclapply with 4 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") \end{verbatim} The \code{parallel} option can also be specified as a cluster object created by the \code{makeCluster} function from the package \code{parallel}. Any following cross-validation will then be performed with the function \code{parLapply} on that cluster. Any valid cluster specification can be used. The user should stop the cluster with \code{stopCluster(pls.options()\$parallel)} when it is no longer needed. \begin{verbatim} library(parallel) # Needed for the makeCluster call pls.options(parallel = makeCluster(4, type = "PSOCK")) # PSOCK cluster, 4 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") ## later: stopCluster(pls.options()$parallel) \end{verbatim} Several types of clusters are available: FORK uses forking, so starting the cluster is very quick, however it is not available on MS Windows. PSOCK starts \proglang{R} processes with the \code{Rscript} command, which is slower, but is supported on MS Windows. It can also start worker processes on different machines (see ?makeCluster for how). MPI uses MPI to start and communicate with processes. This is the most flexible, but is often slower to start up than the other types. It also dependens on the packages \pkg{snow} and \pkg{Rmpi} to be installed and working. It is especially useful when running batch jobs on a computing cluster, because MPI can interact with the queue system on the cluster to find out which machines to use when the job starts. Here is an example of running a batch job on a cluster using MPI: R script (myscript.R): \begin{verbatim} library(parallel) # for the makeCluster call pls.options(parallel = makeCluster(16, type = "MPI") # MPI cluster, 16 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") ## later: save.image(file = "results.RData") stopCluster(pls.options()$parallel) mpi.exit() # stop Rmpi \end{verbatim} To run the job: \begin{verbatim} mpirun -np 1 R --slave --file=myscript.R \end{verbatim} The details of how to run \code{mpirun} varies between the different MPI implementations and how they interact with the queue system used (if any). The above should work for OpenMPI or Intel MPI running under the Slurm queue system. In other situations, one might have to specify which machines to use with, e.g., the \code{-host} or \code{-machinefile} switch. \subsection{Package design}\label{sec:package-design} %%%%%%%%%%%%%%%% The \pkg{pls} package is designed such that an interface function \code{mvr} handles the formula and data, and calls an underlying fit function (and possibly a cross-validation function) to do the real work. There are several reasons for this design: it makes it easier to implement new algorithms, one can easily skip the time-consuming formula and data handling in computing-intensive applications (simulations, etc.), and it makes it easier to use the \code{pls} package as a building block in other packages. The plotting facilities are implemented similarly: the \code{plot} method simply calls the correct plot function based on the \code{plottype} argument. Here, however, the separate plot functions are meant to be callable interactively, because some people like to use the generic \code{plot} function, while others like to use separate functions for each plot type. There are also \code{plot} methods for some of the components of fitted models that can be extracted with extract functions, like score and loading matrices. Thus there are several ways to get some plots, e.g.: \begin{verbatim} plot(mymod, plottype = "scores", ...) scoreplot(mymod, ...) plot(scores(mymod), ...) \end{verbatim} One example of a package that uses \pkg{pls} is \pkg{lspls}, available on CRAN. In that package LS is combined with PLS in a regression procedure. It calls the fit functions of \pkg{pls} directly, and also uses the plot functions to construct score and loading plots. There is also the \code{plsgenomics} package, which includes a modified version of (an earlier version of) the SIMPLS fit function \code{simpls.fit}. \subsection{Calling fit functions directly}\label{sec:call-fit-func} %%%%%%%%%%%%%%%% The underlying fit functions are called \code{kernelpls.fit}, \code{oscorespls.fit}, and \code{simpls.fit} for the PLSR methods, and \code{svdpc.fit} for the PCR method. They all take arguments \code{X}, \code{Y}, \code{ncomp}, and \code{stripped}. Arguments \code{X}, \code{Y}, and \code{ncomp} specify $\bX$ and $\bY$ (as matrices, not data frames), and the number of components to fit, respectively. The argument \code{stripped} defaults to \code{FALSE}. When it is \code{TRUE}, the calculations are stripped down to the bare minimum required for returning the $\bX$ means, $\bY$ means, and the regression coefficients. This is used to speed up cross-validation procedures. The fit functions can be called directly, for instance when one wants to avoid the overhead of formula and data handling in repeated fits. As an example, this is how a simple leave-one-out cross-validation for a uni-response-model could be implemented, using the SIMPLS: <<>>= X <- gasTrain$NIR Y <- gasTrain$octane ncomp <- 5 cvPreds <- matrix(nrow = nrow(X), ncol = ncomp) for (i in 1:nrow(X)) { fit <- simpls.fit(X[-i,], Y[-i], ncomp = ncomp, stripped = TRUE) cvPreds[i,] <- (X[i,] - fit$Xmeans) %*% drop(fit$coefficients) + fit$Ymeans } @ The RMSEP of the cross-validated predictions are <<>>= sqrt(colMeans((cvPreds - Y)^2)) @ which can be seen to be the same as the (unadjusted) CV results for the \code{gas1} model in Section~\ref{sec:example-session}. \subsection{Formula handling in more detail}\label{sec:formula-handling} %%%%%%%%%%%%%%%% The handling of formulas and variables in the model fitting is very similar to what happens in the function \code{lm}: The variables specified in the formula are looked up in the data frame given in the \code{data} argument of the fit function (\code{plsr}, \code{pcr} or \code{mvr}), or in the calling environment if not found in the data frame. Factors are coded into one or more of columns, depending on the number of levels, and on the contrasts option. All (possibly coded) variables are then collected in a numerical model matrix. This matrix is then handed to the underlying fit or cross-validation functions. A similar handling is used in the \code{predict} method. The intercept is treated specially in \pkg{pls}. After the model matrix has been constructed, the intercept column is removed. This ensures that any factors are coded as if the intercept was present. The underlying fit functions then center the rest of the variables as a part of the fitting process. (This is intrinsic to the PLSR and PCR algorithms.) The intercept is handled separately. A consequence of this is that explicitly specifying formulas without the intercept (e.g., \code{y \textasciitilde\ a + b - 1}) will only result in the coding of any factors to change; the intercept will still be fitted. %%%%%%%%%%%%%%%% \bibliographystyle{plain} \bibliography{pls-manual} %%%%%%%%%%%%%%%% \end{document} pls/R/0000755000176200001440000000000014421462223011251 5ustar liggesuserspls/R/kernelpls.fit.R0000644000176200001440000002035114421462223014155 0ustar liggesusers### kernelpls.fit.R: Kernel PLS fit algorithm for tall data. ### ### Implements an adapted version of the `algorithm 1' described in ### Dayal, B. S. and MacGregor, J. F. (1997) Improved PLS algorithms. ### \emph{Journal of Chemometrics}, \bold{11}, 73--85. ### (This is a modification of the algorithm described in ### Lindgren F, Geladi P, Wold S (1993) The kernel algorithm for PLS. ### J. Chemometrics 7, 45-59, ### incorporating the changes in ### de Jong, S. and ter Braak, C. J. F. (1994) Comments on the PLS kernel ### algorithm. \emph{Journal of Chemometrics}, \bold{8}, 169--174. #' @title Kernel PLS (Dayal and MacGregor) #' #' @description Fits a PLSR model with the kernel algorithm. #' #' @details This function should not be called directly, but through the generic #' functions \code{plsr} or \code{mvr} with the argument #' \code{method="kernelpls"} (default). Kernel PLS is particularly efficient #' when the number of objects is (much) larger than the number of variables. #' The results are equal to the NIPALS algorithm. Several different forms of #' kernel PLS have been described in literature, e.g. by De Jong and Ter #' Braak, and two algorithms by Dayal and MacGregor. This function implements #' the fastest of the latter, not calculating the crossproduct matrix of X. In #' the Dyal & MacGregor paper, this is \dQuote{algorithm 1}. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{loading.weights}{a matrix of loading weights.} #' \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of #' Y-loadings.} \item{projection}{the projection matrix used to convert X to #' scores.} \item{Xmeans}{a vector of means of the X variables.} #' \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an #' array of fitted values. The dimensions of \code{fitted.values} are #' \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and #' \code{npred} the number of Y variables.} \item{residuals}{an array of #' regression residuals. It has the same dimensions as \code{fitted.values}.} #' \item{Xvar}{a vector with the amount of X-variance explained by each #' component.} \item{Xtotvar}{Total variance in \code{X}.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans} and \code{Ymeans} are returned. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{cppls}} #' \code{\link{pcr}} \code{\link{widekernelpls.fit}} \code{\link{simpls.fit}} #' \code{\link{oscorespls.fit}} #' @references de Jong, S. and ter Braak, C. J. F. (1994) Comments on the PLS #' kernel algorithm. \emph{Journal of Chemometrics}, \bold{8}, 169--174. #' #' Dayal, B. S. and MacGregor, J. F. (1997) Improved PLS algorithms. #' \emph{Journal of Chemometrics}, \bold{11}, 73--85. #' @keywords regression multivariate #' @export kernelpls.fit <- function(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) { Y <- as.matrix(Y) if (!stripped) { ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Y) } ## Remove dimnames during calculation. (Doesn't seem to make a ## difference here (2.3.0).) dimnames(X) <- dimnames(Y) <- NULL nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Y)[2] ## Center variables: if (center) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) Ymeans <- colMeans(Y) Y <- Y - rep(Ymeans, each = nobj) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } ## Projection, loadings R <- P <- matrix(0, ncol = ncomp, nrow = npred) tQ <- matrix(0, ncol = nresp, nrow = ncomp)# Y loadings; transposed B <- array(0, c(npred, nresp, ncomp)) if (!stripped) { W <- P # Loading weights U <- TT <- matrix(0, ncol = ncomp, nrow = nobj)# scores tsqs <- rep.int(1, ncomp) # t't fitted <- array(0, c(nobj, nresp, ncomp)) } ## 1. XtY <- crossprod(X, Y) for (a in 1:ncomp) { ## 2. if (nresp == 1) { w.a <- XtY / sqrt(c(crossprod(XtY))) } else { if (nresp < npred) { ## FIXME: is q proportional to q.a? q <- eigen(crossprod(XtY), symmetric = TRUE)$vectors[,1] w.a <- XtY %*% q w.a <- w.a / sqrt(c(crossprod(w.a))) } else { w.a <- eigen(XtY %*% t(XtY), symmetric = TRUE)$vectors[,1] } } ## 3. r.a <- w.a if (a > 5) { ## This is faster when a > 5: r.a <- r.a - colSums(crossprod(w.a, P[,1:(a-1), drop=FALSE]) %*% t(R[,1:(a-1), drop=FALSE])) } else if (a > 1) { for (j in 1:(a - 1)) r.a <- r.a - c(P[,j] %*% w.a) * R[,j] } ## 4. t.a <- X %*% r.a tsq <- c(crossprod(t.a)) p.a <- crossprod(X, t.a) / tsq q.a <- crossprod(XtY, r.a) / tsq ## 5. XtY <- XtY - (tsq * p.a) %*% t(q.a) ## 6.-8. R[,a] <- r.a P[,a] <- p.a tQ[a,] <- q.a B[,,a] <- R[,1:a, drop=FALSE] %*% tQ[1:a,, drop=FALSE] if (!stripped) { tsqs[a] <- tsq ## Extra step to calculate Y scores: u.a <- Y %*% q.a / c(crossprod(q.a)) # Ok for nresp == 1 ?? ## make u orth to previous X scores: if (a > 1) u.a <- u.a - TT %*% (crossprod(TT, u.a) / tsqs) U[,a] <- u.a TT[,a] <- t.a W[,a] <- w.a ## (For very tall, slim X and Y, X %*% B[,,a] is slightly faster ## due to less overhead.) fitted[,,a] <- TT[,1:a] %*% tQ[1:a,, drop=FALSE] } } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans) } else { residuals <- - fitted + c(Y) if (center) { fitted <- fitted + rep(Ymeans, each = nobj) # Add mean } ## Add dimnames: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- dimnames(U) <- list(objnames, compnames) dimnames(R) <- dimnames(W) <- dimnames(P) <- list(prednames, compnames) dimnames(tQ) <- list(compnames, respnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) class(TT) <- class(U) <- "scores" class(P) <- class(W) <- class(tQ) <- "loadings" list(coefficients = B, scores = TT, loadings = P, loading.weights = W, Yscores = U, Yloadings = t(tQ), projection = R, Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = colSums(P * P) * tsqs, Xtotvar = sum(X * X)) } } pls/R/cvsegments.R0000644000176200001440000002241114421462223013552 0ustar liggesusers### cvsegments.R: A utility function to generate segments for k-fold ### cross-validation. #' @title Generate segments for cross-validation #' #' @description The function generates a list of segments for cross-validation. It can #' generate random, consecutive and interleaved segments, and supports keeping #' replicates in the same segment. #' #' @details If \code{length.seg} is specified, it is used to calculate the number of #' segments to generate. Otherwise \code{k} must be specified. If #' \eqn{k*length.seg \ne N}{k*length.seg <> N}, the \eqn{k*length.seg - N} last #' segments will contain only \eqn{length.seg - 1} indices. #' #' If \code{type} is \code{"random"}, the indices are allocated to segments in #' random order. If it is \code{"consecutive"}, the first segment will contain #' the first \eqn{length.seg} indices, and so on. If \code{type} is #' \code{"interleaved"}, the first segment will contain the indices \eqn{1, #' length.seg+1, 2*lenght.seg+1, \ldots, (k-1)*length.seg+1}, and so on. #' #' If \eqn{nrep > }, it is assumed that each \code{nrep} consecutive rows are #' replicates (repeated measurements) of the same object, and care is taken #' that replicates are never put in different segments. #' #' Warning: If \code{k} does not divide \code{N}, a specified \code{length.seg} #' does not divide \code{N}, or \code{nrep} does not divide \code{length.seg}, #' the number of segments and/or the segment length will be adjusted as needed. #' Warnings are printed for some of these cases, and one should always inspect #' the resulting segments to make sure they are as expected. #' #' Stratification of samples is enabled by the \code{stratify} argument. This #' is useful if there are sub-groups in the data set that should have a #' proportional representation in the cross-validation segments or if the #' response is categorical (classifiation). If \code{stratify} is combined with #' \code{nrep}, \code{stratify} corresponds to the sets of replicates (see #' example). #' #' @param N Integer. The number of rows in the data set. #' @param k Integer. The number of segments to return. #' @param length.seg Integer. The length of the segments. If given, it #' overrides \code{k}. #' @param nrep Integer. The number of (consecutive) rows that are replicates #' of the same object. Replicates will always be kept in the same segment. #' @param type One of \code{"random"}, \code{"consecutive"} and #' \code{"interleaved"}. The type of segments to generate. Default is #' \code{"random"}. #' @param stratify Either a \code{list} of indices or an integer \code{vector} #' indicating which stratum each sample (or set of replicates) belongs to (see #' Details). #' @return A list of vectors. Each vector contains the indices for one #' segment. The attribute \code{"incomplete"} contains the number of #' incomplete segments, and the attribute \code{"type"} contains the type of #' segments. #' @author Bjørn-Helge Mevik, Ron Wehrens and Kristian Hovde Liland #' @keywords models #' @examples #' #' ## Segments for 10-fold randomised cross-validation: #' cvsegments(100, 10) #' #' ## Segments with four objects, taken consecutive: #' cvsegments(60, length.seg = 4, type = "cons") #' #' ## Incomplete segments #' segs <- cvsegments(50, length.seg = 3) #' attr(segs, "incomplete") #' #' ## Leave-one-out cross-validation: #' cvsegments(100, 100) #' ## Leave-one-out with variable/unknown data set size n: #' n <- 50 #' cvsegments(n, length.seg = 1) #' #' ## Data set with replicates #' cvsegments(100, 25, nrep = 2) #' ## Note that rows 1 and 2 are in the same segment, rows 3 and 4 in the #' ## same segment, and so on. #' #' ## Stratification #' cvsegments(10, 3, type = "consecutive", stratify = c(rep(1,7), rep(2,3))) #' ## Note that the last three samples are spread across the segments #' ## according to the stratification vector. #' cvsegments(20, 3, type = "consecutive", nrep = 2, stratify = c(rep(1,7), rep(2,3))) #' ## Note the length of stratify matching number of replicate sets, not samples. #' #' @export cvsegments <- function(N, k, length.seg = ceiling(N / k), nrep = 1, type = c("random", "consecutive", "interleaved"), stratify = NULL) { ## length.seg overrides k: if (!missing(length.seg)) k <- ceiling(N / length.seg) ## Check arguments: if (k > N) stop("More segments than observations requested") if (N %% nrep != 0) stop("The number of replicates does not divide ", "the number of observations") if (length.seg %% nrep != 0) warning("Segment length is not a multiple of the number of ", "replicates.\n A best effort segment size will be used.") if (!missing(length.seg) && N %% length.seg != 0) warning("Required segment length does not divide the number of ", "observations.\n A best effort segment size will be used.") ## The idea is to generate a k times length.seg matrix with indices, and ## use each column as a segment. If k*length.seg > N, the last element of ## the N - k*length.seg last rows will be NA. Any NAs are stripped when ## the matrix is converted to a list of vectors. ## If nrep > 1, N and length.seg is first divided by nrep, and the matrix ## of indices is created as above. The matrix is then expanded by ## replacing each element i with a column vector nrep * (i - 1) + 1:nrep, ## before using the columns as segments. ## Reduce N and length.seg if needed if (nrep > 1) { N <- N / nrep length.seg <- ceiling(N / k) } incomplete <- k * length.seg - N # Number of incomplete segments complete <- k - incomplete # Number of complete segments ## Create matrix of indices type <- match.arg(type) if (is.null(stratify)) { # No stratification switch(type, random = { inds <- matrix(c(sample(1:N), rep(NA, incomplete)), nrow = length.seg, byrow = TRUE) }, consecutive = { if (complete < k) { inds <- cbind(matrix(1:(length.seg*complete), nrow = length.seg), rbind(matrix((length.seg*complete+1):N, nrow = length.seg-1), NA)) } else { inds <- matrix(1:N, nrow = length.seg) } }, interleaved = { inds <- matrix(c(1:N, rep(NA, incomplete)), nrow = length.seg, byrow = TRUE) } ) } else { ## Prepare stratification if (!is.list(stratify)) { stratify <- lapply(1:max(stratify), function(i)which(stratify==i)) } stratVec <- unlist(lapply(1:length(stratify), function(i)rep(i,length(stratify[[i]])))) indVec <- unlist(stratify) segs <- integer(N) blinds <- rep(1:k, length.out=N) switch(type, random = { stratRand <- sample(length(stratify)) stratify <- stratify[stratRand] indVec <- unlist(stratify) stratVec <- unlist(lapply(1:length(stratify), function(i)rep(i,length(stratify[[i]])))) for(i in 1:length(stratify)){ segs[stratify[[i]]] <- blinds[indVec[stratVec==i]] } inds <- lapply(1:k,function(i)indVec[segs==i]) inds <- lapply(inds, function(i)i[sample(length(i))]) if(incomplete>0) inds[-(1:complete)] <- lapply(inds[-(1:complete)], function(i){i[length.seg] <- NA;i}) inds <- do.call(cbind, inds) inds <- inds[,sample(k)] }, consecutive = { for(i in 1:length(stratify)){ blinds[stratVec==i] <- sort(blinds[stratVec==i]) } for(i in 1:length(stratify)){ segs[stratify[[i]]] <- blinds[stratVec==i] } inds <- lapply(1:k,function(i)which(segs==i)) if(incomplete>0) inds[-(1:complete)] <- lapply(inds[-(1:complete)], function(i){i[length.seg] <- NA;i}) inds <- do.call(cbind, inds) }, interleaved = { for(i in 1:length(stratify)){ segs[stratify[[i]]] <- blinds[indVec[stratVec==i]] } inds <- lapply(1:k,function(i)indVec[segs==i]) if(incomplete>0) inds[-(1:complete)] <- lapply(inds[-(1:complete)], function(i){i[length.seg] <- NA;i}) inds <- do.call(cbind, inds) } ) } ## Expand matrix if needed if (nrep > 1) { inds <- outer(1:nrep, nrep * (inds - 1), '+') dims <- dim(inds) dim(inds) <- c(dims[1] * dims[2], dims[3]) } ## Convert to list of segments defined by the columns, and add attributes res <- lapply(as.data.frame(inds), function(x) c(na.omit(x))) attr(res, "incomplete") <- incomplete attr(res, "type") <- if (length.seg == 1) "leave-one-out" else type res } pls/R/summaries.R0000644000176200001440000001371714431505302013407 0ustar liggesusers### summaries.R: print and summary methods. ## Print method for mvr objects: #' @rdname summary.mvr #' @export print.mvr <- function(x, ...) { switch(x$method, kernelpls = { ana = "Partial least squares regression" alg = "kernel" }, widekernelpls = { ana = "Partial least squares regression" alg = "wide kernel" }, simpls = { ana = "Partial least squares regression" alg = "simpls" }, oscorespls = { ana = "Partial least squares regression" alg = "orthogonal scores" }, cppls = { ana = "Canonical powered partial least squares" alg = "cppls" }, svdpc = { ana = "Principal component regression" alg = "singular value decomposition" }, stop("Unknown fit method.") ) cat(ana, ", fitted with the ", alg, " algorithm.", sep = "") if (!is.null(x$validation)) cat("\nCross-validated using", length(x$validation$segments), attr(x$validation$segments, "type"), "segments.") cat("\nCall:\n", deparse(x$call), "\n", sep = "") invisible(x) } ## Summary method for mvr objects #' @name summary.mvr #' @title Summary and Print Methods for PLSR and PCR objects #' #' @description Summary and print methods for \code{mvr} and \code{mvrVal} objects. #' #' @details If \code{what} is \code{"training"}, the explained variances are given; if #' it is \code{"validation"}, the cross-validated RMSEPs (if available) are #' given; if it is \code{"all"}, both are given. #' #' @aliases summary.mvr print.mvr print.mvrVal #' @param x,object an \code{mvr} object #' @param what one of \code{"all"}, \code{"validation"} or \code{"training"} #' @param digits integer. Minimum number of significant digits in the output. #' Default is 4. #' @param print.gap Integer. Gap between coloumns of the printed tables. #' @param shortAlgs Logical. Shorten algorithm names (default = TRUE). #' @param row.names NULL or a character vector giving the row names for the data frame. Missing values are not allowed. #' @param optional Not used, only included to match signature of \code{as.data.frame}. #' @param \dots Other arguments sent to underlying methods. #' @return \code{print.mvr} and \code{print.mvrVal} return the object #' invisibly. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, #' \code{\link{RMSEP}}, \code{\link{MSEP}} #' @keywords regression multivariate #' @examples #' #' data(yarn) #' nir.mvr <- mvr(density ~ NIR, ncomp = 8, validation = "LOO", data = yarn) #' nir.mvr #' summary(nir.mvr) #' RMSEP(nir.mvr) #' # Extract MVR validation statistics as data.frame: #' as.data.frame(RMSEP(nir.mvr, estimate = "CV")) #' as.data.frame(R2(nir.mvr)) #' #' @export summary.mvr <- function(object, what = c("all", "validation", "training"), digits = 4, print.gap = 2, ...) { what <- match.arg(what) if (what == "all") what <- c("validation", "training") if (is.null(object$validation)) what <- "training" nobj <- nrow(object$scores) nresp <- length(object$Ymeans) yvarnames <- respnames(object) cat("Data: \tX dimension:", nobj, length(object$Xmeans), "\n\tY dimension:", nobj, nresp) cat("\nFit method:", object$method) cat("\nNumber of components considered:", object$ncomp) for (wh in what) { if (wh == "training") { cat("\nTRAINING: % variance explained\n") xve <- explvar(object) yve <- 100 * drop(R2(object, estimate = "train", intercept = FALSE)$val) tbl <- rbind(cumsum(xve), yve) dimnames(tbl) <- list(c("X", yvarnames), paste(1:object$ncomp, "comps")) print(tbl, digits = digits, print.gap = print.gap, ...) } else { cat("\n\nVALIDATION: RMSEP") cat("\nCross-validated using", length(object$validation$segments), attr(object$validation$segments, "type"), "segments.\n") print(RMSEP(object), digits = digits, print.gap = print.gap, ...) } } } ## Print method for mvrVal objects: #' @rdname summary.mvr #' @export print.mvrVal <- function(x, digits = 4, print.gap = 2, ...) { nresp <- dim(x$val)[2] yvarnames <- dimnames(x$val)[[2]] names(dimnames(x$val)) <- NULL for (i in 1:nresp) { if (nresp > 1) cat("\nResponse:", yvarnames[i], "\n") print(x$val[,i,], digits = digits, print.gap = print.gap, ...) } invisible(x) } #' @rdname summary.mvr #' @export as.data.frame.mvrVal <- function(x, row.names = NULL, optional = FALSE, shortAlgs = TRUE, ...){ # mvrVal values mvrVals <- x$val # Reshape and add columns dnames <- dimnames(mvrVals) dims <- dim(mvrVals) obj <- data.frame(estimate = rep(dnames$estimate, dims[2]*dims[3]), response = rep(dnames$response, dims[1]*dims[3]), comps = rep(x$comps, each = dims[1]*dims[2])) # Fitting method and validation type object <- eval(x$call$object, envir = parent.frame()) fit <- as.character(object$call[[1]]) val <- object$call$validation switch(object$method, kernelpls = { alg = "kernel" }, widekernelpls = { if(shortAlgs) alg = "wide" else alg = "wide kernel" }, simpls = { alg = "simpls" }, oscorespls = { if(shortAlgs) alg = "orthScores" else alg = "orthogonal scores" }, cppls = { alg = "cppls" }, svdpc = { if(shortAlgs) alg = "svd" else alg = "singular value decomposition" }, stop("Unknown fit method.") ) obj$validation <- rep(val, prod(dims)) obj$method <- rep(fit, prod(dims)) obj$algorithm <- rep(alg, prod(dims)) obj$value <- c(mvrVals) if(!is.null(row.names)) rownames(obj) <- row.names obj } pls/R/vcov.R0000644000176200001440000000302514421462223012351 0ustar liggesusers#' @title Calculate Variance-Covariance Matrix for a Fitted Model Object #' #' @description Returns the variance-covariance matrix of the coefficients #' of a Principal Component Regression. #' #' @param object a fitted PCR object of class \code{mvr}. #' @param ncomp number of principal components to estimate \code{vcov} for. #' @param ... additional arguments (not used). #' #' @return A matrix of estimated covariances between regression coefficients. #' @export #' #' @examples #' data(yarn) #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn) #' vc <- vcov(yarn.pcr, 3) #' #' # Standard error of coefficients #' se <- sqrt(diag(vc)) #' beta <- coef(yarn.pcr, ncomp = 3) #' #' # Plot regression coefficients with two standard errors shading. #' plot(beta, type = 'l', #' panel.first = polygon(x = c(1:268, 268:1), #' y = c(beta+2*se, rev(beta-2*se)), #' col = 'lightblue', #' border = NA)) vcov.mvr <- function(object, ncomp, ...){ if(object$method != "svdpc") stop("For 'mvr' objects, only method 'svdpc' has a 'vcov' definition.") if(missing(ncomp)){ ncomp <- object$ncomp warning(paste0("Missing parameter 'ncomp', defaulting to maximum: ", ncomp)) } intercept <- ifelse(object$center, 1, 0) sigma2 <- sum(object$residuals[,,ncomp]^2)/(nrow(object$scores)-ncomp-intercept) vc <- sigma2 * object$loadings[,1:ncomp,drop=FALSE] %*% solve(crossprod(object$scores[,1:ncomp,drop=FALSE])) %*% t(object$loadings[,1:ncomp,drop=FALSE]) return(vc) } pls/R/simpls.fit.R0000644000176200001440000001734714421462223013500 0ustar liggesusers### simpls.fit.R: SimPLS fit algorithm. ### ### Implements an adapted version of the SIMPLS algorithm described in ### de Jong, S. (1993) SIMPLS: an alternative approach to partial least ### squares regression. \emph{Chemometrics and Intelligent Laboratory ### Systems}, \bold{18}, 251--263. #' @title Sijmen de Jong's SIMPLS #' #' @description Fits a PLSR model with the SIMPLS algorithm. #' #' @details This function should not be called directly, but through the generic #' functions \code{plsr} or \code{mvr} with the argument #' \code{method="simpls"}. SIMPLS is much faster than the NIPALS algorithm, #' especially when the number of X variables increases, but gives slightly #' different results in the case of multivariate Y. SIMPLS truly maximises the #' covariance criterion. According to de Jong, the standard PLS2 algorithms #' lie closer to ordinary least-squares regression where a precise fit is #' sought; SIMPLS lies closer to PCR with stable predictions. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix #' of Y-loadings.} \item{projection}{the projection matrix used to convert X to #' scores.} \item{Xmeans}{a vector of means of the X variables.} #' \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an #' array of fitted values. The dimensions of \code{fitted.values} are #' \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and #' \code{npred} the number of Y variables.} \item{residuals}{an array of #' regression residuals. It has the same dimensions as \code{fitted.values}.} #' \item{Xvar}{a vector with the amount of X-variance explained by each #' component.} \item{Xtotvar}{Total variance in \code{X}.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans} and \code{Ymeans} are returned. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} #' \code{\link{kernelpls.fit}} \code{\link{widekernelpls.fit}} #' \code{\link{oscorespls.fit}} #' @references de Jong, S. (1993) SIMPLS: an alternative approach to partial #' least squares regression. \emph{Chemometrics and Intelligent Laboratory #' Systems}, \bold{18}, 251--263. #' @keywords regression multivariate #' @export simpls.fit <- function(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) { Y <- as.matrix(Y) if (!stripped) { ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Y) } ## Remove dimnames during calculation (doesn't seem to matter; in fact, ## as far as it has any effect, it hurts a tiny bit in most situations). dimnames(X) <- dimnames(Y) <- NULL nobj <- dim(X)[1] # n in paper npred <- dim(X)[2] # p in paper nresp <- dim(Y)[2] V <- R <- matrix(0, nrow = npred, ncol = ncomp) tQ <- matrix(0, nrow = ncomp, ncol = nresp) # Y loadings; transposed B <- array(0, dim = c(npred, nresp, ncomp)) if (!stripped) { P <- R U <- TT <- matrix(0, nrow = nobj, ncol = ncomp) fitted <- array(0, dim = c(nobj, nresp, ncomp)) } ## Center variables: if (center) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) # This is not strictly neccessary # (but might be good for accuracy?)! Ymeans <- colMeans(Y) Y <- Y - rep(Ymeans, each = nobj) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } S <- crossprod(X, Y) for (a in 1:ncomp) { ## A more efficient way of calculating the Y block factor weights ## q.a <- svd(S)$v[,1]: if (nresp == 1) { q.a <- 1 } else { if (nresp < npred) { q.a <- eigen(crossprod(S), symmetric = TRUE)$vectors[,1] } else { q.a <- c(crossprod(S, eigen(S %*% t(S), symmetric = TRUE)$vectors[,1])) q.a <- q.a / sqrt(c(crossprod(q.a))) } } r.a <- S %*% q.a # X block factor weights t.a <- X %*% r.a if (center) { t.a <- t.a - mean(t.a) # center scores } tnorm <- sqrt(c(crossprod(t.a))) t.a <- t.a / tnorm # normalize scores r.a <- r.a / tnorm # adapt weights accordingly p.a <- crossprod(X, t.a) # X block factor loadings q.a <- crossprod(Y, t.a) # Y block factor loadings v.a <- p.a # init orthogonal loadings if (a > 1) { v.a <- v.a - V %*% crossprod(V, p.a) # v.a orth to previous loadings } v.a <- v.a / sqrt(c(crossprod(v.a))) # normalize orthogonal loadings S <- S - v.a %*% crossprod(v.a, S) # deflate S R[,a] <- r.a tQ[a,] <- q.a V[,a] <- v.a B[,,a] <- R[,1:a, drop=FALSE] %*% tQ[1:a,, drop=FALSE] if (!stripped) { u.a <- Y %*% q.a # Y block factor scores if (a > 1) u.a <- u.a - TT %*% crossprod(TT, u.a) # u.a orth to previous t.a values P[,a] <- p.a TT[,a] <- t.a U[,a] <- u.a ## (For very tall, slim X and Y, X %*% B[,,a] is slightly faster, ## due to less overhead.) fitted[,,a] <- TT[,1:a] %*% tQ[1:a,, drop=FALSE] } } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans) } else { residuals <- - fitted + c(Y) fitted <- fitted + rep(Ymeans, each = nobj) # Add mean ## Add dimnames and classes: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- dimnames(U) <- list(objnames, compnames) dimnames(R) <- dimnames(P) <- list(prednames, compnames) dimnames(tQ) <- list(compnames, respnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) class(TT) <- class(U) <- "scores" class(P) <- class(tQ) <- "loadings" list(coefficients = B, scores = TT, loadings = P, Yscores = U, Yloadings = t(tQ), projection = R, Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = colSums(P * P), Xtotvar = sum(X * X)) } } pls/R/mvrVal.R0000644000176200001440000003457614421462223012662 0ustar liggesusers### mvrVal.R: Functions for calculating validation statistics, such ### as MSEP, RMSEP and R2, for mvr objects. ## Calculate the validation statistics needed for (R)MSEP and R^2. ## Note that it accepts any values for `estimate', but only calculates ## statistics for "train", "test" and "CV". #' @name mvrVal #' @title MSEP, RMSEP and R2 of PLSR and PCR models #' #' @description Functions to estimate the mean squared error of prediction (MSEP), root mean #' squared error of prediction (RMSEP) and \eqn{R^2} (A.K.A. coefficient of #' multiple determination) for fitted PCR and PLSR models. Test-set, #' cross-validation and calibration-set estimates are implemented. #' #' @details \code{RMSEP} simply calls \code{MSEP} and takes the square root of the #' estimates. It therefore accepts the same arguments as \code{MSEP}. #' #' Several estimators can be used. \code{"train"} is the training or #' calibration data estimate, also called (R)MSEC. For \code{R2}, this is the #' unadjusted \eqn{R^2}. It is overoptimistic and should not be used for #' assessing models. \code{"CV"} is the cross-validation estimate, and #' \code{"adjCV"} (for \code{RMSEP} and \code{MSEP}) is the bias-corrected #' cross-validation estimate. They can only be calculated if the model has #' been cross-validated. Finally, \code{"test"} is the test set estimate, #' using \code{newdata} as test set. #' #' Which estimators to use is decided as follows (see below for #' \code{mvrValstats}). If \code{estimate} is not specified, the test set #' estimate is returned if \code{newdata} is specified, otherwise the CV and #' adjusted CV (for \code{RMSEP} and \code{MSEP}) estimates if the model has #' been cross-validated, otherwise the training data estimate. If #' \code{estimate} is \code{"all"}, all possible estimates are calculated. #' Otherwise, the specified estimates are calculated. #' #' Several model sizes can also be specified. If \code{comps} is missing (or #' is \code{NULL}), \code{length(ncomp)} models are used, with \code{ncomp[1]} #' components, \ldots{}, \code{ncomp[length(ncomp)]} components. Otherwise, a #' single model with the components \code{comps[1]}, \ldots{}, #' \code{comps[length(comps)]} is used. If \code{intercept} is \code{TRUE}, a #' model with zero components is also used (in addition to the above). #' #' The \eqn{R^2} values returned by \code{"R2"} are calculated as \eqn{1 - #' SSE/SST}, where \eqn{SST} is the (corrected) total sum of squares of the #' response, and \eqn{SSE} is the sum of squared errors for either the fitted #' values (i.e., the residual sum of squares), test set predictions or #' cross-validated predictions (i.e., the \eqn{PRESS}). For \code{estimate = #' "train"}, this is equivalent to the squared correlation between the fitted #' values and the response. For \code{estimate = "train"}, the estimate is #' often called the prediction \eqn{R^2}. #' #' \code{mvrValstats} is a utility function that calculates the statistics #' needed by \code{MSEP} and \code{R2}. It is not intended to be used #' interactively. It accepts the same arguments as \code{MSEP} and \code{R2}. #' However, the \code{estimate} argument must be specified explicitly: no #' partial matching and no automatic choice is made. The function simply #' calculates the types of estimates it knows, and leaves the other untouched. #' #' @aliases MSEP MSEP.mvr RMSEP RMSEP.mvr R2 R2.mvr mvrValstats #' @param object an \code{mvr} object #' @param estimate a character vector. Which estimators to use. Should be a #' subset of \code{c("all", "train", "CV", "adjCV", "test")}. \code{"adjCV"} #' is only available for (R)MSEP. See below for how the estimators are chosen. #' @param newdata a data frame with test set data. #' @param ncomp,comps a vector of positive integers. The components or number #' of components to use. See below. #' @param intercept logical. Whether estimates for a model with zero #' components should be returned as well. #' @param se logical. Whether estimated standard errors of the estimates #' should be calculated. Not implemented yet. #' @param \dots further arguments sent to underlying functions or (for #' \code{RMSEP}) to \code{MSEP} #' @section Value: \code{mvrValstats} returns a list with components \describe{ #' \item{SSE}{three-dimensional array of SSE values. The first dimension is #' the different estimators, the second is the response variables and the third #' is the models.} \item{SST}{matrix of SST values. The first dimension is the #' different estimators and the second is the response variables.} #' \item{nobj}{a numeric vector giving the number of objects used for each #' estimator.} \item{comps}{the components specified, with \code{0} prepended #' if \code{intercept} is \code{TRUE}.} \item{cumulative}{\code{TRUE} if #' \code{comps} was \code{NULL} or not specified.} } #' #' The other functions return an object of class \code{"mvrVal"}, with #' components \describe{ \item{val}{three-dimensional array of estimates. The #' first dimension is the different estimators, the second is the response #' variables and the third is the models.} \item{type}{\code{"MSEP"}, #' \code{"RMSEP"} or \code{"R2"}.} \item{comps}{the components specified, with #' \code{0} prepended if \code{intercept} is \code{TRUE}.} #' \item{cumulative}{\code{TRUE} if \code{comps} was \code{NULL} or not #' specified.} \item{call}{the function call} } #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{crossval}}, \code{\link{mvrCv}}, #' \code{\link{validationplot}}, \code{\link{plot.mvrVal}} #' @references Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of #' Prediction (MSEP) Estimates for Principal Component Regression (PCR) and #' Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, #' \bold{18}(9), 422--429. #' @keywords regression multivariate #' @examples #' #' data(oliveoil) #' mod <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil, validation = "LOO") #' RMSEP(mod) #' \dontrun{plot(R2(mod))} #' #' @export mvrValstats <- function(object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ...) { ## Makes the code slightly simpler: cumulative <- missing(comps) || is.null(comps) if (any(estimate == "CV")) { ## Check that cross-validation is possible: if (!cumulative) stop("Cross-validation is not supported when `comps' is specified") if (is.null(object$validation)) stop("`object' has no `validation' component") } ## The calculated stuff: nestimates <- length(estimate) nresp <- dim(fitted(object))[2] respnames <- dimnames(fitted(object))[[2]] SSE <- array(dim = c(nestimates, nresp, if(cumulative) 1 + length(ncomp) else 2), dimnames = list(estimate = estimate, response = respnames, model = if (cumulative) { c("(Intercept)", paste(ncomp, "comps")) } else { c("(Intercept)", paste("(Intercept), Comp", paste(comps, collapse = ", "))) } )) SST <- array(dim = c(nestimates, nresp), dimnames = list(estimate = estimate, response = respnames)) nobj <- numeric(nestimates) names(nobj) <- estimate ## Calculate the statistics: for (i in seq(along = estimate)) { switch(estimate[i], train = { resp <- as.matrix(model.response(model.frame(object))) nobj[i] <- nrow(resp) if (inherits(object$na.action, "exclude")) { resp <- napredict(object$na.action, resp) # inserts NAs } res <- if (cumulative) residuals(object, ...)[,,ncomp, drop=FALSE] else resp - predict(object, comps = comps, ...) SST[i,] <- apply(resp, 2, var, na.rm = TRUE) * (nobj[i] - 1) SSE[i,,] <- cbind(SST[i,], colSums(res^2, na.rm = TRUE)) }, test = { if (missing(newdata)) stop("Missing `newdata'.") ## Remove any observations with NAs: newdata <- model.frame(formula(object), data = newdata) resp <- as.matrix(model.response(newdata)) pred <- if (cumulative) predict(object, ncomp = ncomp, newdata = newdata,...) else predict(object, comps = comps, newdata = newdata,...) nobj[i] <- nrow(newdata) SST[i,] <- apply(resp, 2, var) * (nobj[i] - 1) SSE[i,,] <- cbind(colSums(sweep(resp, 2, object$Ymeans)^2), colSums((pred - c(resp))^2)) }, CV = { resp <- as.matrix(model.response(model.frame(object))) nobj[i] <- nrow(resp) SST[i,] <- apply(resp, 2, var) * (nobj[i] - 1) SSE[i,,] <- cbind(object$validation$PRESS0, object$validation$PRESS[,ncomp, drop=FALSE]) } ) } if (cumulative) comps <- ncomp ## Either remove the intercept or add a "zeroth" component: if (isTRUE(intercept)) comps <- c(0, comps) else SSE <- SSE[,,-1, drop=FALSE] return(list(SSE = SSE, SST = SST, nobj = nobj, comps = comps, cumulative = cumulative)) } ## R2: Return R^2 #' @rdname mvrVal #' @export R2 <- function(object, ...) UseMethod("R2") #' @rdname mvrVal #' @export R2.mvr <- function(object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ...) { ## Makes the code slightly simpler: FIXME: maybe remove cumulative <- missing(comps) || is.null(comps) ## Figure out which estimate(s) to calculate: allEstimates <- c("all", "train", "CV", "test") if (missing(estimate)) { ## Select the `best' available estimate if (!missing(newdata)) { estimate = "test" } else { if (!is.null(object$validation)) { estimate = "CV" } else { estimate = "train" } } } else { estimate <- allEstimates[pmatch(estimate, allEstimates)] if (any(is.na(estimate))) stop("`estimate' should be a subset of ", paste(allEstimates, collapse = ", ")) if (any(estimate == "all")) { estimate <- allEstimates[-1] # Try all estimates (except "all") if (missing(newdata)) estimate <- setdiff(estimate, "test") if (is.null(object$validation) || !cumulative) estimate <- setdiff(estimate, "CV") } } ## Get the needed validation statistics: cl <- match.call(expand.dots = FALSE) cl$estimate <- estimate # update estimate argument cl[[1]] <- as.name("mvrValstats") valstats <- eval(cl, parent.frame()) ## Calculate the R^2s: R2 <- 1 - valstats$SSE / c(valstats$SST) return(structure(list(val = R2, type = "R2", comps = valstats$comps, cumulative = valstats$cumulative, call = match.call()), class = "mvrVal")) } ## MSEP: Return MSEP #' @rdname mvrVal #' @export MSEP <- function(object, ...) UseMethod("MSEP") #' @rdname mvrVal #' @export MSEP.mvr <- function(object, estimate, newdata, ncomp = 1:object$ncomp, comps, intercept = cumulative, se = FALSE, ...) { ## Makes the code slightly simpler: cumulative <- missing(comps) || is.null(comps) ## Figure out which estimate(s) to calculate: allEstimates <- c("all", "train", "CV", "adjCV", "test") if (missing(estimate)) { ## Select the `best' available estimate if (!missing(newdata)) { estimate = "test" } else { if (!is.null(object$validation)) { estimate = c("CV", "adjCV") } else { estimate = "train" } } } else { estimate <- allEstimates[pmatch(estimate, allEstimates)] if (any(is.na(estimate))) stop("`estimate' should be a subset of ", paste(allEstimates, collapse = ", ")) if (any(estimate == "all")) { estimate <- allEstimates[-1] # Try all estimates (except "all") if (missing(newdata)) estimate <- setdiff(estimate, "test") if (is.null(object$validation) || !cumulative) estimate <- setdiff(estimate, c("CV", "adjCV")) } } ## adjCV needs the statistics for CV and train, so we optionally ## have to add them: if (adjCV <- any(estimate == "adjCV")) { ## Note: this removes any duplicate elements calcestimates <- union(estimate, c("train", "CV")) } else { calcestimates <- estimate } ## Get the needed validation statistics: cl <- match.call(expand.dots = FALSE) cl$estimate <- calcestimates # update estimate argument cl[[1]] <- as.name("mvrValstats") valstats <- eval(cl, parent.frame()) ## Calculate the MSEPs: MSEP <- valstats$SSE / valstats$nobj if (adjCV) { ## Calculate the adjusted CV MSEP["adjCV",,] <- MSEP["CV",,] if (isTRUE(intercept)) { MSEP["adjCV",,-1] <- MSEP["adjCV",,-1] + MSEP["train",,-1] - object$validation$adj[,ncomp] } else { MSEP["adjCV",,] <- MSEP["adjCV",,] + MSEP["train",,] - object$validation$adj[,ncomp] } ## Remove any specially added estimates (this also adds back any ## duplicate elements): MSEP <- MSEP[estimate,,, drop=FALSE] } return(structure(list(val = MSEP, type = "MSEP", comps = valstats$comps, cumulative = valstats$cumulative, call = match.call()), class = "mvrVal")) } # RMSEP: A wrapper around MSEP to calculate RMSEPs #' @rdname mvrVal #' @export RMSEP <- function(object, ...) UseMethod("RMSEP") #' @rdname mvrVal #' @export RMSEP.mvr <- function(object, ...) { cl <- match.call() cl[[1]] <- as.name("MSEP") z <- eval(cl, parent.frame()) z$val <- sqrt(z$val) z$type <- "RMSEP" z$call[[1]] <- as.name("RMSEP") z } pls/R/msc.R0000644000176200001440000000515314421462223012162 0ustar liggesusers### msc.R: Multiplicative scatter/signal correction #' @name msc #' @title Multiplicative Scatter Correction #' #' @description Performs multiplicative scatter/signal correction on a data matrix. #' #' @details \code{makepredictcall.msc} is an internal utility function; it is not meant #' for interactive use. See \code{\link{makepredictcall}} for details. #' #' @aliases msc predict.msc makepredictcall.msc #' @param X,newdata numeric matrices. The data to scatter correct. #' @param reference numeric vector. Spectre to use as reference. If #' \code{NULL}, the column means of \code{X} are used. #' @param object an object inheriting from class \code{"msc"}, normally the #' result of a call to \code{msc} with a single matrix argument. #' @param var A variable. #' @param call The term in the formula, as a call. #' @param \dots other arguments. Currently ignored. #' @return Both \code{msc} and \code{predict.msc} return a multiplicative #' scatter corrected matrix, with attribute \code{"reference"} the vector used #' as reference spectre. The matrix is given class \code{c("msc", "matrix")}. #' For \code{predict.msc}, the \code{"reference"} attribute of \code{object} is #' used as reference spectre. #' @author Bjørn-Helge Mevik and Ron Wehrens #' @seealso \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, #' \code{\link{stdize}} #' @references Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} #' Chichester: Wiley. #' @keywords regression multivariate #' @examples #' #' data(yarn) #' ## Direct correction: #' Ztrain <- msc(yarn$NIR[yarn$train,]) #' Ztest <- predict(Ztrain, yarn$NIR[!yarn$train,]) #' #' ## Used in formula: #' mod <- plsr(density ~ msc(NIR), ncomp = 6, data = yarn[yarn$train,]) #' pred <- predict(mod, newdata = yarn[!yarn$train,]) # Automatically scatter corrected #' #' @export msc <- function(X, reference = NULL) { if (is.null(reference)) reference <- colMeans(X) Z <- cbind(1, reference) ## The estimated regression coefficients (a_i, b_i), one pair per row: B <- t(solve(crossprod(Z), t(X %*% Z))) res <- (X - B[,1]) / B[,2] attr(res, "reference") <- reference class(res) <- c("msc", "matrix") return(res) } #' @rdname msc #' @export predict.msc <- function(object, newdata, ...) { if (missing(newdata)) return(object) msc(newdata, reference = attr(object, "reference")) } ## This method makes things like ## `predict(plsr(y ~ msc(X), data = foo), newdata = bar)' work. #' @rdname msc #' @export makepredictcall.msc <- function(var, call) { if (as.character(call)[1] != "msc") return(call) call$reference <- attr(var, "reference") call } pls/R/mvr.R0000644000176200001440000004064614421462223012212 0ustar liggesusers### mvr.R: plsr/pcr modelling functions ### ### The top level user function. Implements a formula interface and calls the ### correct fit function to do the work. ### The function borrows heavily from lm(). #' @name mvr #' @title Partial Least Squares and Principal Component Regression #' #' @description Functions to perform partial least squares regression (PLSR), canonical #' powered partial least squares (CPPLS) or principal component regression #' (PCR), with a formula interface. Cross-validation can be used. Prediction, #' model extraction, plot, print and summary methods exist. #' #' @details The functions fit PLSR, CPPLS or PCR models with 1, \eqn{\ldots}, #' \code{ncomp} number of components. Multi-response models are fully #' supported. #' #' The type of model to fit is specified with the \code{method} argument. Four #' PLSR algorithms are available: the kernel algorithm (\code{"kernelpls"}), #' the wide kernel algorithm (\code{"widekernelpls"}), SIMPLS (\code{"simpls"}) #' and the classical orthogonal scores algorithm (\code{"oscorespls"}). One #' CPPLS algorithm is available (\code{"cppls"}) providing several extensions #' to PLS. One PCR algorithm is available: using the singular value #' decomposition (\code{"svdpc"}). If \code{method} is \code{"model.frame"}, #' the model frame is returned. The functions \code{pcr}, \code{plsr} and #' \code{cppls} are wrappers for \code{mvr}, with different values for #' \code{method}. #' #' The \code{formula} argument should be a symbolic formula of the form #' \code{response ~ terms}, where \code{response} is the name of the response #' vector or matrix (for multi-response models) and \code{terms} is the name of #' one or more predictor matrices, usually separated by \code{+}, e.g., #' \code{water ~ FTIR} or \code{y ~ X + Z}. See \code{\link{lm}} for a #' detailed description. The named variables should exist in the supplied #' \code{data} data frame or in the global environment. Note: Do not use #' \code{mvr(mydata$y ~ mydata$X, \ldots{})}, instead use \code{mvr(y ~ X, data #' = mydata, \ldots{})}. Otherwise, \code{\link{predict.mvr}} will not work #' properly. The chapter \samp{Statistical models in R} of the manual \samp{An #' Introduction to R} distributed with is a good reference on formulas in . #' #' The number of components to fit is specified with the argument \code{ncomp}. #' It this is not supplied, the maximal number of components is used (taking #' account of any cross-validation). #' #' All implemented algorithms mean-center both predictor and response matrices. #' This can be turned off by specifying \code{center = FALSE}. See Seasholtz #' and Kowalski for a discussion about centering in PLS regression. #' #' If \code{validation = "CV"}, cross-validation is performed. The number and #' type of cross-validation segments are specified with the arguments #' \code{segments} and \code{segment.type}. See \code{\link{mvrCv}} for #' details. If \code{validation = "LOO"}, leave-one-out cross-validation is #' performed. It is an error to specify the segments when \code{validation = #' "LOO"} is specified. #' #' By default, the cross-validation will be performed serially. However, it #' can be done in parallel using functionality in the \code{\link{parallel}} #' package by setting the option \code{parallel} in \code{\link{pls.options}}. #' See \code{\link{pls.options}} for the differnt ways to specify the #' parallelism. See also Examples below. #' #' Note that the cross-validation is optimised for speed, and some generality #' has been sacrificed. Especially, the model matrix is calculated only once #' for the complete cross-validation, so models like \code{y ~ msc(X)} will not #' be properly cross-validated. However, scaling requested by \code{scale = #' TRUE} is properly cross-validated. For proper cross-validation of models #' where the model matrix must be updated/regenerated for each segment, use the #' separate function \code{\link{crossval}}. #' #' @aliases mvr pcr plsr cppls #' @param formula a model formula. Most of the \code{\link{lm}} formula #' constructs are supported. See below. #' @param ncomp the number of components to include in the model (see below). #' @param Y.add a vector or matrix of additional responses containing relevant #' information about the observations. Only used for \code{cppls}. #' @param data an optional data frame with the data to fit the model from. #' @param subset an optional vector specifying a subset of observations to be #' used in the fitting process. #' @param na.action a function which indicates what should happen when the data #' contain missing values. The default is set by the \code{na.action} setting #' of \code{\link{options}}, and is \code{\link{na.fail}} if that is unset. #' The \sQuote{factory-fresh} default is \code{\link{na.omit}}. Another #' possible value is \code{NULL}, no action. Value \code{\link{na.exclude}} #' can be useful. See \code{\link{na.omit}} for other alternatives. #' @param method the multivariate regression method to be used. If #' \code{"model.frame"}, the model frame is returned. #' @param scale numeric vector, or logical. If numeric vector, \eqn{X} is #' scaled by dividing each variable with the corresponding element of #' \code{scale}. If \code{scale} is \code{TRUE}, \eqn{X} is scaled by dividing #' each variable by its sample standard deviation. If cross-validation is #' selected, scaling by the standard deviation is done for every segment. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param validation character. What kind of (internal) validation to use. #' See below. #' @param model a logical. If \code{TRUE}, the model frame is returned. #' @param x a logical. If \code{TRUE}, the model matrix is returned. #' @param y a logical. If \code{TRUE}, the response is returned. #' @param weights a vector of individual weights for the observations. Only #' used for \code{cppls}. (Optional) #' @param \dots additional optional arguments, passed to the underlying fit #' functions, and \code{\link{mvrCv}}. #' #' Currently, the fit functions \code{\link{oscorespls.fit}} and #' \code{\link{widekernelpls.fit}} implement these extra arguments: \describe{ #' \item{tol:}{numeric. Tolerance used for determining convergence.} #' \item{maxit:}{positive integer. The maximal number of iterations used.} } #' and \code{\link{cppls.fit}} implements: \describe{ \item{lower:}{a vector of #' lower limits for power optimisation.} \item{upper:}{a vector of upper limits #' for power optimisation.} \item{trunc.pow:}{logical. Whether to use an #' experimental alternative power algorithm.} } \code{\link{mvrCv}} implements #' several arguments; the following are probably the most useful of them: #' \describe{ \item{segments:}{the number of segments to use, or a list with #' segments.} \item{segment.type:}{the type of segments to use.} #' \item{length.seg:}{Positive integer. The length of the segments to use.} #' \item{jackknife:}{logical. Whether to perform jackknifing of regression #' coefficients.} } #' #' See the functions' documentation for details. #' @return If \code{method = "model.frame"}, the model frame is returned. #' Otherwise, an object of class \code{mvr} is returned. The object contains #' all components returned by the underlying fit function. In addition, it #' contains the following components: \item{validation}{if validation was #' requested, the results of the cross-validation. See \code{\link{mvrCv}} for #' details.} \item{fit.time}{the elapsed time for the fit. This is used by #' \code{\link{crossval}} to decide whether to turn on tracing.} #' \item{na.action}{if observations with missing values were removed, #' \code{na.action} contains a vector with their indices. The class of this #' vector is used by functions like \code{fitted} to decide how to treat the #' observations.} \item{ncomp}{the number of components of the model.} #' \item{method}{the method used to fit the model. See the argument #' \code{method} for possible values.} \item{center}{use of centering in the model} #' \item{scale}{if scaling was requested #' (with \code{scale}), the scaling used.} \item{call}{the function call.} #' \item{terms}{the model terms.} \item{model}{if \code{model = TRUE}, the #' model frame.} \item{x}{if \code{x = TRUE}, the model matrix.} \item{y}{if #' \code{y = TRUE}, the model response.} #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{kernelpls.fit}}, \code{\link{widekernelpls.fit}}, #' \code{\link{simpls.fit}}, \code{\link{oscorespls.fit}}, #' \code{\link{cppls.fit}}, \code{\link{svdpc.fit}}, \code{\link{mvrCv}}, #' \code{\link{crossval}}, \code{\link[stats]{loadings}}, \code{\link{scores}}, #' \code{\link{loading.weights}}, \code{\link{coef.mvr}}, #' \code{\link{predict.mvr}}, \code{\link{R2}}, \code{\link{MSEP}}, #' \code{\link{RMSEP}}, \code{\link{plot.mvr}} #' @references Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} #' Chichester: Wiley. #' #' Seasholtz, M. B. and Kowalski, B. R. (1992) The effect of mean centering on #' prediction in multivariate calibration. \emph{Journal of Chemometrics}, #' \bold{6}(2), 103--111. #' @keywords regression multivariate #' @examples #' #' data(yarn) #' ## Default methods: #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") #' yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") #' yarn.cppls <- cppls(density ~ NIR, 6, data = yarn, validation = "CV") #' #' ## Alternative methods: #' yarn.oscorespls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", #' method = "oscorespls") #' yarn.simpls <- mvr(density ~ NIR, 6, data = yarn, validation = "CV", #' method = "simpls") #' #' \dontrun{ #' ## Parallelised cross-validation, using transient cluster: #' pls.options(parallel = 4) # use mclapply #' pls.options(parallel = quote(makeCluster(4, type = "PSOCK"))) # use parLapply #' ## A new cluster is created and stopped for each cross-validation: #' yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") #' #' ## Parallelised cross-validation, using persistent cluster: #' library(parallel) #' ## This creates the cluster: #' pls.options(parallel = makeCluster(4, type = "PSOCK")) #' ## The cluster can be used several times: #' yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") #' ## The cluster should be stopped manually afterwards: #' stopCluster(pls.options()$parallel) #' #' ## Parallelised cross-validation, using persistent MPI cluster: #' ## This requires the packages snow and Rmpi to be installed #' library(parallel) #' ## This creates the cluster: #' pls.options(parallel = makeCluster(4, type = "MPI")) #' ## The cluster can be used several times: #' yarn.pls <- plsr(density ~ NIR, 6, data = yarn, validation = "CV") #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV") #' ## The cluster should be stopped manually afterwards: #' stopCluster(pls.options()$parallel) #' ## It is good practice to call mpi.exit() or mpi.quit() afterwards: #' mpi.exit() #' } #' #' ## Multi-response models: #' data(oliveoil) #' sens.pcr <- pcr(sensory ~ chemical, ncomp = 4, scale = TRUE, data = oliveoil) #' sens.pls <- plsr(sensory ~ chemical, ncomp = 4, scale = TRUE, data = oliveoil) #' #' ## Classification #' # A classification example utilizing additional response information #' # (Y.add) is found in the cppls.fit manual ('See also' above). #' #' @export mvr <- function(formula, ncomp, Y.add, data, subset, na.action, method = pls.options()$mvralg, scale = FALSE, center = TRUE, validation = c("none", "CV", "LOO"), model = TRUE, x = FALSE, y = FALSE, ...) { ret.x <- isTRUE(x) # More useful names ret.y <- isTRUE(y) center <- isTRUE(center) # Make sure it is a single logical ## Get the model frame mf <- match.call(expand.dots = FALSE) if (!missing(Y.add)) { ## Temporarily add Y.add to the formula Y.addname <- as.character(substitute(Y.add)) mf$formula <- update(formula, paste("~ . +", Y.addname)) } m <- match(c("formula", "data", "subset", "na.action"), names(mf), 0) mf <- mf[c(1, m)] # Retain only the named arguments mf[[1]] <- as.name("model.frame") mf <- eval(mf, parent.frame()) method <- match.arg(method, c("kernelpls", "widekernelpls", "simpls", "oscorespls", "cppls", "svdpc", "model.frame")) if (method == "model.frame") return(mf) ## Get the terms mt <- attr(mf, "terms") # This is to include the `predvars' # attribute of the terms ## Get the data matrices Y <- model.response(mf, "numeric") if (is.matrix(Y)) { if (is.null(colnames(Y))) colnames(Y) <- paste("Y", 1:dim(Y)[2], sep = "") } else { Y <- as.matrix(Y) colnames(Y) <- deparse(formula[[2]]) } if (missing(Y.add)) { Y.add <- NULL } else { Y.add <- mf[,Y.addname] ## Remove Y.add from the formula again mt <- drop.terms(mt, which(attr(mt, "term.labels") == Y.addname), keep.response = TRUE) } X <- delete.intercept(model.matrix(mt, mf)) nobj <- dim(X)[1] npred <- dim(X)[2] ## model.matrix prepends the term name to the colnames of matrices. ## If there is only one predictor term, and the corresponding matrix ## has colnames, remove the prepended term name: if (length(attr(mt, "term.labels")) == 1 && !is.null(colnames(mf[[attr(mt, "term.labels")]]))) colnames(X) <- sub(attr(mt, "term.labels"), "", colnames(X)) ## Set or check the number of components: if (missing(ncomp)) { ncomp <- min(nobj - 1, npred) ncompWarn <- FALSE # Don't warn about changed `ncomp' } else { if (ncomp < 1 || ncomp > min(nobj - 1, npred)) stop("Invalid number of components, ncomp") ncompWarn <- TRUE } ## Handle any fixed scaling before the the validation sdscale <- isTRUE(scale) # Signals scaling by sd if (is.numeric(scale)) if (length(scale) == npred) X <- X / rep(scale, each = nobj) else stop("length of 'scale' must equal the number of x variables") ## Optionally, perform validation: switch(match.arg(validation), CV = { val <- mvrCv(X, Y, ncomp, Y.add = Y.add, method = method, scale = sdscale, center = center, ...) }, LOO = { segments <- as.list(1:nobj) attr(segments, "type") <- "leave-one-out" val <- mvrCv(X, Y, ncomp, Y.add = Y.add, method = method, scale = sdscale, center = center, segments = segments, ...) }, none = { val <- NULL } ) ## Check and possibly adjust ncomp: if (identical(TRUE, ncomp > val$ncomp)) { ncomp <- val$ncomp if (ncompWarn) warning("`ncomp' reduced to ", ncomp, " due to cross-validation") } ## Select fit function: fitFunc <- switch(method, kernelpls = kernelpls.fit, widekernelpls = widekernelpls.fit, simpls = simpls.fit, oscorespls = oscorespls.fit, cppls = cppls.fit, svdpc = svdpc.fit) ## Perform any scaling by sd: if (sdscale) { ## This is faster than sd(X), but cannot handle missing values: scale <- sqrt(colSums((X - rep(colMeans(X), each = nobj))^2) / (nobj - 1)) if (any(abs(scale) < .Machine$double.eps^0.5)) warning("Scaling with (near) zero standard deviation") X <- X / rep(scale, each = nobj) } ## Fit the model: start.time <- proc.time()[3] z <- fitFunc(X, Y, ncomp, Y.add = Y.add, center = center, ...) z$fit.time <- proc.time()[3] - start.time ## Build and return the object: class(z) <- "mvr" z$na.action <- attr(mf, "na.action") z$ncomp <- ncomp z$method <- method z$center <- center if (is.numeric(scale)) z$scale <- scale z$validation <- val z$call <- match.call() z$terms <- mt if (isTRUE(model)) z$model <- mf if (ret.x) z$x <- X if (ret.y) z$y <- Y z } pls/R/crossval.R0000644000176200001440000005650314421462223013241 0ustar liggesusers### crossval.R: Cross-validation functions. ## The basic cross-validation function #' @title Cross-validation #' #' @description Performs the cross-validation calculations for \code{mvr}. #' #' This function is not meant to be called directly, but through the generic #' functions \code{pcr}, \code{plsr}, \code{cppls} or \code{mvr} with the #' argument \code{validation} set to \code{"CV"} or \code{"LOO"}. All #' arguments to \code{mvrCv} can be specified in the generic function call. #' #' If \code{segments} is a list, the arguments \code{segment.type} and #' \code{length.seg} are ignored. The elements of the list should be integer #' vectors specifying the indices of the segments. See #' \code{\link{cvsegments}} for details. #' #' Otherwise, segments of type \code{segment.type} are generated. How many #' segments to generate is selected by specifying the number of segments in #' \code{segments}, or giving the segment length in \code{length.seg}. If both #' are specified, \code{segments} is ignored. #' #' If \code{jackknife} is \code{TRUE}, jackknifed regression coefficients are #' returned, which can be used for for variance estimation #' (\code{\link{var.jack}}) or hypothesis testing (\code{\link{jack.test}}). #' #' \code{X} and \code{Y} do not need to be centered. #' #' Note that this function cannot be used in situations where \eqn{X} needs to #' be recalculated for each segment (except for scaling by the standard #' deviation), for instance with \code{msc} or other preprocessing. For such #' models, use the more general (but slower) function \code{\link{crossval}}. #' #' Also note that if needed, the function will silently(!) reduce \code{ncomp} #' to the maximal number of components that can be cross-validated, which is #' \eqn{n - l - 1}, where \eqn{n} is the number of observations and \eqn{l} is #' the length of the longest segment. The (possibly reduced) number of #' components is returned as the component \code{ncomp}. #' #' By default, the cross-validation will be performed serially. However, it #' can be done in parallel using functionality in the \code{\link{parallel}} #' package by setting the option \code{parallel} in \code{\link{pls.options}}. #' See \code{\link{pls.options}} for the different ways to specify the #' parallelism. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param Y.add a vector or matrix of additional responses containing relevant #' information about the observations. Only used for \code{cppls}. #' @param weights a vector of individual weights for the observations. Only #' used for \code{cppls}. (Optional) #' @param method the multivariate regression method to be used. #' @param scale logical. If \code{TRUE}, the learning \eqn{X} data for each #' segment is scaled by dividing each variable by its sample standard #' deviation. The prediction data is scaled by the same amount. #' @param segments the number of segments to use, or a list with segments (see #' below). #' @param segment.type the type of segments to use. Ignored if \code{segments} #' is a list. #' @param length.seg Positive integer. The length of the segments to use. If #' specified, it overrides \code{segments} unless \code{segments} is a list. #' @param jackknife logical. Whether jackknifing of regression coefficients #' should be performed. #' @param trace logical; if \code{TRUE}, the segment number is printed for each #' segment. #' @param \dots additional arguments, sent to the underlying fit function. #' @return A list with the following components: \item{method}{equals #' \code{"CV"} for cross-validation.} \item{pred}{an array with the #' cross-validated predictions.} \item{coefficients}{(only if \code{jackknife} #' is \code{TRUE}) an array with the jackknifed regression coefficients. The #' dimensions correspond to the predictors, responses, number of components, #' and segments, respectively.} \item{PRESS0}{a vector of PRESS values (one for #' each response variable) for a model with zero components, i.e., only the #' intercept.} \item{PRESS}{a matrix of PRESS values for models with 1, #' \ldots{}, \code{ncomp} components. Each row corresponds to one response #' variable.} \item{adj}{a matrix of adjustment values for calculating bias #' corrected MSEP. \code{MSEP} uses this.} \item{segments}{the list of #' segments used in the cross-validation.} \item{ncomp}{the actual number of #' components used.} \item{gamma}{if method \code{cppls} is used, gamma values #' for the powers of each CV segment are returned.} #' @note The \code{PRESS0} is always cross-validated using leave-one-out #' cross-validation. This usually makes little difference in practice, but #' should be fixed for correctness. #' #' The current implementation of the jackknife stores all jackknife-replicates #' of the regression coefficients, which can be very costly for large matrices. #' This might change in a future version. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{crossval}} \code{\link{cvsegments}} #' \code{\link{MSEP}} \code{\link{var.jack}} \code{\link{jack.test}} #' @references Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of #' Prediction (MSEP) Estimates for Principal Component Regression (PCR) and #' Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, #' \bold{18}(9), 422--429. #' @keywords regression multivariate #' @examples #' #' data(yarn) #' yarn.pcr <- pcr(density ~ NIR, 6, data = yarn, validation = "CV", segments = 10) #' \dontrun{plot(MSEP(yarn.pcr))} #' mvrCv <- function(X, Y, ncomp, Y.add = NULL, weights = NULL, method = pls.options()$mvralg, scale = FALSE, segments = 10, segment.type = c("random", "consecutive", "interleaved"), length.seg, jackknife = FALSE, trace = FALSE, ...) { ## Initialise: Y <- as.matrix(Y) if (!(missing(Y.add) || is.null(Y.add))) Y.add <- as.matrix(Y.add) ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Y) ## Remove dimnames for performance (doesn't seem to matter; in fact, ## as far as it has any effect, it hurts a tiny bit in most situations). ## dimnames(X) <- dimnames(Y) <- NULL ## Save dimensions: nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Y)[2] ## Check the `scale' parameter: if (!is.logical(scale) || length(scale) != 1) stop("'scale' must be 'TRUE' or 'FALSE'") ## Set up segments: if (is.list(segments)) { if (is.null(attr(segments, "type"))) attr(segments, "type") <- "user supplied" } else { if (missing(length.seg)) { segments <- cvsegments(nobj, k = segments, type = segment.type) } else { segments <- cvsegments(nobj, length.seg = length.seg, type = segment.type) } } ## Reduce ncomp, if neccessary: ncomp <- min(ncomp, nobj - max(sapply(segments, length)) - 1) ## Select fit function: method <- match.arg(method,c("kernelpls", "widekernelpls", "simpls", "oscorespls", "cppls", "svdpc")) fitFunc <- switch(method, kernelpls = kernelpls.fit, widekernelpls = widekernelpls.fit, simpls = simpls.fit, oscorespls = oscorespls.fit, cppls = cppls.fit, svdpc = svdpc.fit) ## Helper function to perform the cross-validatoin for one segment. ## Defined inside mvrCv to be able to access local variables: mvrCvSeg <- function(n.seg) { if (trace) cat(n.seg, "") ## Set up train data: seg <- segments[[n.seg]] Xtrain <- X[-seg,, drop=FALSE] if (scale) { ntrain <- nrow(Xtrain) ## This is faster than sd(X), but cannot handle missing values: sdtrain <- sqrt(colSums((Xtrain - rep(colMeans(Xtrain), each = ntrain))^2) / (ntrain - 1)) if (any(abs(sdtrain) < .Machine$double.eps^0.5)) warning("Scaling with (near) zero standard deviation") Xtrain <- Xtrain / rep(sdtrain, each = ntrain) } ## Fit the model: fit <- fitFunc(Xtrain, Y[-seg,, drop=FALSE], ncomp, Y.add = Y.add[-seg,, drop=FALSE], stripped = TRUE, weights = weights[-seg], ...) ## Set up test data: Xtest <- X if (scale) Xtest <- Xtest / rep(sdtrain, each = nobj) Xtest <- Xtest - rep(fit$Xmeans, each = nobj) ## Predict test data: pred <- array(0, dim = c(nobj, nresp, ncomp)) Ymeansrep <- rep(fit$Ymeans, each = nobj) for (a in 1:ncomp) pred[,,a] <- Xtest %*% fit$coefficients[,,a] + Ymeansrep return(list(adj = length(seg) * colSums((pred - c(Y))^2), cvPred = pred[seg,,, drop=FALSE], gammas = if (method == "cppls") fit$gammas else NULL, cvCoef = if (jackknife) fit$coefficients else NULL )) } ## Perform the cross-validation, optionally in parallel: if (trace) cat("Segment: ") results <- lapplyFunc(pls.options()$parallel, seq_along(segments), mvrCvSeg) if (trace) cat("\n") ## Variables to save CV results in: adj <- matrix(0, nrow = nresp, ncol = ncomp) cvPred <- array(0, dim = c(nobj, nresp, ncomp)) if (jackknife) cvCoef <- array(dim = c(npred, nresp, ncomp, length(segments))) if (method == "cppls") gammas <- list() ## Collect the results: for (n.seg in seq_along(segments)) { res <- results[[n.seg]] adj <- adj + res$adj cvPred[segments[[n.seg]],,] <- res$cvPred if (jackknife) cvCoef[,,,n.seg] <- res$cvCoef if (method == "cppls") gammas[[n.seg]] <- res$gammas } ## Calculate validation statistics: PRESS0 <- apply(Y, 2, var) * nobj^2 / (nobj - 1) # FIXME: Only correct for loocv! PRESS <- colSums((cvPred - c(Y))^2) ## Add dimnames: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] respnames <- dnY[[2]] nCompnames <- paste(1:ncomp, "comps") names(PRESS0) <- respnames dimnames(adj) <- dimnames(PRESS) <- list(respnames, nCompnames) dimnames(cvPred) <- list(objnames, respnames, nCompnames) if (jackknife) dimnames(cvCoef) <- list(dnX[[2]], respnames, nCompnames, paste("Seg", seq_along(segments))) list(method = "CV", pred = cvPred, coefficients = if (jackknife) cvCoef, gammas = if (method == "cppls") gammas, PRESS0 = PRESS0, PRESS = PRESS, adj = adj / nobj^2, segments = segments, ncomp = ncomp) } ## Genereral cross-validation function. #' @title Cross-validation of PLSR and PCR models #' #' @description A \dQuote{stand alone} cross-validation function for \code{mvr} objects. #' #' @details This function performs cross-validation on a model fit by \code{mvr}. It #' can handle models such as \code{plsr(y ~ msc(X), \dots{})} or other models #' where the predictor variables need to be recalculated for each segment. #' When recalculation is not needed, the result of #' \code{crossval(mvr(\dots{}))} is identical to \code{mvr(\dots{}, validation #' = "CV")}, but slower. #' #' Note that to use \code{crossval}, the data \emph{must} be specified with a #' \code{data} argument when fitting \code{object}. #' #' If \code{segments} is a list, the arguments \code{segment.type} and #' \code{length.seg} are ignored. The elements of the list should be integer #' vectors specifying the indices of the segments. See #' \code{\link{cvsegments}} for details. #' #' Otherwise, segments of type \code{segment.type} are generated. How many #' segments to generate is selected by specifying the number of segments in #' \code{segments}, or giving the segment length in \code{length.seg}. If both #' are specified, \code{segments} is ignored. #' #' If \code{jackknife} is \code{TRUE}, jackknifed regression coefficients are #' returned, which can be used for for variance estimation #' (\code{\link{var.jack}}) or hypothesis testing (\code{\link{jack.test}}). #' #' When tracing is turned on, the segment number is printed for each segment. #' #' By default, the cross-validation will be performed serially. However, it #' can be done in parallel using functionality in the \code{\link{parallel}} #' package by setting the option \code{parallel} in \code{\link{pls.options}}. #' See \code{\link{pls.options}} for the different ways to specify the #' parallelism. See also Examples below. #' #' @param object an \code{mvr} object; the regression to cross-validate. #' @param segments the number of segments to use, or a list with segments (see #' below). #' @param segment.type the type of segments to use. Ignored if \code{segments} #' is a list. #' @param length.seg Positive integer. The length of the segments to use. If #' specified, it overrides \code{segments} unless \code{segments} is a list. #' @param jackknife logical. Whether jackknifing of regression coefficients #' should be performed. #' @param trace if \code{TRUE}, tracing is turned on. If numeric, it denotes a #' time limit (in seconds). If the estimated total time of the #' cross-validation exceeds this limit, tracing is turned on. #' @param \dots additional arguments, sent to the underlying fit function. #' @return The supplied \code{object} is returned, with an additional component #' \code{validation}, which is a list with components \item{method}{euqals #' \code{"CV"} for cross-validation.} \item{pred}{an array with the #' cross-validated predictions.} \item{coefficients}{(only if \code{jackknife} #' is \code{TRUE}) an array with the jackknifed regression coefficients. The #' dimensions correspond to the predictors, responses, number of components, #' and segments, respectively.} \item{PRESS0}{a vector of PRESS values (one for #' each response variable) for a model with zero components, i.e., only the #' intercept.} \item{PRESS}{a matrix of PRESS values for models with 1, #' \ldots{}, \code{ncomp} components. Each row corresponds to one response #' variable.} \item{adj}{a matrix of adjustment values for calculating bias #' corrected MSEP. \code{MSEP} uses this.} \item{segments}{the list of #' segments used in the cross-validation.} \item{ncomp}{the number of #' components.} \item{gammas}{if method \code{cppls} is used, gamma values for #' the powers of each CV segment are returned.} #' @note The \code{PRESS0} is always cross-validated using leave-one-out #' cross-validation. This usually makes little difference in practice, but #' should be fixed for correctness. #' #' The current implementation of the jackknife stores all jackknife-replicates #' of the regression coefficients, which can be very costly for large matrices. #' This might change in a future version. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{mvrCv}} \code{\link{cvsegments}} #' \code{\link{MSEP}} \code{\link{var.jack}} \code{\link{jack.test}} #' @references Mevik, B.-H., Cederkvist, H. R. (2004) Mean Squared Error of #' Prediction (MSEP) Estimates for Principal Component Regression (PCR) and #' Partial Least Squares Regression (PLSR). \emph{Journal of Chemometrics}, #' \bold{18}(9), 422--429. #' @keywords regression multivariate #' @examples #' #' data(yarn) #' yarn.pcr <- pcr(density ~ msc(NIR), 6, data = yarn) #' yarn.cv <- crossval(yarn.pcr, segments = 10) #' \dontrun{plot(MSEP(yarn.cv))} #' #' \dontrun{ #' ## Parallelised cross-validation, using transient cluster: #' pls.options(parallel = 4) # use mclapply (not available on Windows) #' pls.options(parallel = quote(parallel::makeCluster(4, type = "PSOCK"))) # parLapply #' ## A new cluster is created and stopped for each cross-validation: #' yarn.cv <- crossval(yarn.pcr) #' yarn.loocv <- crossval(yarn.pcr, length.seg = 1) #' #' ## Parallelised cross-validation, using persistent cluster: #' library(parallel) #' ## This creates the cluster: #' pls.options(parallel = makeCluster(4, type = "FORK")) # not available on Windows #' pls.options(parallel = makeCluster(4, type = "PSOCK")) #' ## The cluster can be used several times: #' yarn.cv <- crossval(yarn.pcr) #' yarn.loocv <- crossval(yarn.pcr, length.seg = 1) #' ## The cluster should be stopped manually afterwards: #' stopCluster(pls.options()$parallel) #' #' ## Parallelised cross-validation, using persistent MPI cluster: #' ## This requires the packages snow and Rmpi to be installed #' library(parallel) #' ## This creates the cluster: #' pls.options(parallel = makeCluster(4, type = "MPI")) #' ## The cluster can be used several times: #' yarn.cv <- crossval(yarn.pcr) #' yarn.loocv <- crossval(yarn.pcr, length.seg = 1) #' ## The cluster should be stopped manually afterwards: #' stopCluster(pls.options()$parallel) #' ## It is good practice to call mpi.exit() or mpi.quit() afterwards: #' mpi.exit() #' } #' #' @export crossval <- function(object, segments = 10, segment.type = c("random", "consecutive", "interleaved"), length.seg, jackknife = FALSE, trace = 15, ...) { if (!inherits(object, "mvr")) stop("`object' not an mvr object.") ## Get data frame fitCall <- object$call data <- eval(fitCall$data, parent.frame()) if (is.null(data)) stop("`object' must be fit with a `data' argument.") ## Optionally get weights if (cppls <- (object$method == "cppls")) { weights <- eval(fitCall$weights, parent.frame()) } else weights <- NULL if (!is.null(fitCall$subset)) { ## Handle "subset" argument data <- data[eval(fitCall$subset, parent.frame()),] object$call$subset <- NULL } ## Handle NAs (according to na.action) if (is.na(match("na.action", names(fitCall)))) { ## Cannot use is.null(fitCall$na.action) here, since the meaning of ## `na.action = NULL' is not the same as that of a missing na.action ## argument. mf <- model.frame(formula(object), data = data) } else { mf <- model.frame(formula(object), data = data, na.action = fitCall$na.action) } if (!is.null(NAs <- attr(mf, "na.action"))) { ## Some observations were dropped due to NAs. Skip the same in data: data <- data[-NAs,] } ## Get response: Y <- as.matrix(model.response(mf)) nresp <- dim(Y)[2] npred <- length(object$Xmeans) ## Calculate effective number of observations nobj <- nrow(data) ## Set up segments if (is.list(segments)) { if (is.null(attr(segments, "type"))) attr(segments, "type") <- "user supplied" } else { if (missing(length.seg)) { segments <- cvsegments(nobj, k = segments, type = segment.type) } else { segments <- cvsegments(nobj, length.seg = length.seg, type = segment.type) } } jackknife <- isTRUE(jackknife) ncomp <- object$ncomp if (ncomp > nobj - max(sapply(segments, length)) - 1) stop("`ncomp' too large for cross-validation.", "\nPlease refit with `ncomp' less than ", nobj - max(sapply(segments, length))) ## Optionally turn on tracing: if (is.numeric(trace)) { trace <- object$fit.time * length(segments) > trace } ## Helper function to perform the cross-validatoin for one segment. ## Defined inside crossval to be able to access local variables: crossvalSeg <- function(n.seg) { if (trace) cat(n.seg, "") ## Run cv, using update and predict seg <- segments[[n.seg]] fit <- update(object, data = data[-seg,], weights = weights[-seg]) pred <- predict(fit, newdata = data) return(list(adj = length(seg) * colSums((pred - c(Y))^2), cvPred = pred[seg,,, drop=FALSE], gammas = if (cppls) fit$gammas else NULL, cvCoef = if (jackknife) fit$coefficients else NULL )) } ## Perform the cross-validation, optionally in parallel: if (trace) cat("Segment: ") results <- lapplyFunc(pls.options()$parallel, seq_along(segments), crossvalSeg, quote(parallel::clusterCall(parSpec, library, "pls", character.only = TRUE, warn.conflicts = FALSE))) if (trace) cat("\n") ## Variables to save CV results in: cvPred <- array(dim = c(nobj, nresp, ncomp)) adj <- matrix(0, nrow = nresp, ncol = ncomp) if (jackknife) cvCoef <- array(dim = c(npred, nresp, ncomp, length(segments))) if (cppls) gammas <- list() ## Collect the results: for (n.seg in seq_along(segments)) { res <- results[[n.seg]] adj <- adj + res$adj cvPred[segments[[n.seg]],,] <- res$cvPred if (jackknife) cvCoef[,,,n.seg] <- res$cvCoef if (cppls) gammas[[n.seg]] <- res$gammas } ## Calculate validation statistics: PRESS0 <- apply(Y, 2, var) * nobj^2 / (nobj - 1) # FIXME: Only correct for loocv! PRESS <- colSums((cvPred - c(Y))^2) ## Add dimnames: objnames <- rownames(data) if (is.null(objnames)) objnames <- rownames(Y) dimnames(cvPred) <- c(list(objnames), dimnames(fitted(object))[-1]) if (is.null(names(PRESS0))) names(PRESS0) <- dimnames(object$Yloadings)[[1]] dimnames(PRESS) <- dimnames(adj) if (jackknife) dimnames(cvCoef) <- c(dimnames(coef(object)), list(paste("Seg", seq_along(segments)))) ## Return the original object, with a component `validation' added object$validation <- list(method = "CV", pred = cvPred, coefficients = if (jackknife) cvCoef, gammas = if (cppls) gammas, PRESS0 = PRESS0, PRESS = PRESS, adj = adj / nobj^2, segments = segments, ncomp = ncomp) return(object) } ## Internal function to apply FUN over X, optionally in parallel: lapplyFunc <- function(parSpec, X, FUN, nonForkInit) { if (is.null(parSpec) || (is.numeric(parSpec) && parSpec == 1)) { ## Serially results <- lapply(X, FUN) } else { ## Parallel stop_cluster <- FALSE # Whether to kill the workers afterwards if (is.numeric(parSpec) && parSpec > 1) { ## Number => number of workers with mclapply results <- parallel::mclapply(X, FUN, mc.cores = parSpec) } else { if (is.call(parSpec)) { ## Unevaluated call => evaluate it to create the cluster: parSpec <- eval(parSpec) stop_cluster <- TRUE } if (inherits(parSpec, "cluster")) { ## Run library(pls) on cluster if type != FORK if (!inherits(parSpec[[1]], "forknode") && !missing(nonForkInit)) { eval(nonForkInit) } results <- parallel::parLapply(parSpec, X, FUN) if (stop_cluster) { parallel::stopCluster(parSpec) } } else { stop("Unknown parallelity specification: '", parSpec, "'") } } } return(results) } pls/R/jackknife.R0000644000176200001440000002476714421462223013341 0ustar liggesusers### jackknife.R: Jackknife variance estimation of regression coefficients. ## var.jack: Calculate jackknife variance (or covariance) estimates #' @title Jackknife Variance Estimates of Regression Coefficients #' #' @description Calculates jackknife variance or covariance estimates of regression #' coefficients. #' #' The original (Tukey) jackknife variance estimator is defined as \eqn{(g-1)/g #' \sum_{i=1}^g(\tilde\beta_{-i} - \bar\beta)^2}, where \eqn{g} is the number #' of segments, \eqn{\tilde\beta_{-i}} is the estimated coefficient when #' segment \eqn{i} is left out (called the jackknife replicates), and #' \eqn{\bar\beta} is the mean of the \eqn{\tilde\beta_{-i}}. The most common #' case is delete-one jackknife, with \eqn{g = n}, the number of observations. #' #' This is the definition \code{var.jack} uses by default. #' #' However, Martens and Martens (2000) defined the estimator as \eqn{(g-1)/g #' \sum_{i=1}^g(\tilde\beta_{-i} - \hat\beta)^2}, where \eqn{\hat\beta} is the #' coefficient estimate using the entire data set. I.e., they use the original #' fitted coefficients instead of the mean of the jackknife replicates. Most #' (all?) other jackknife implementations for PLSR use this estimator. #' \code{var.jack} can be made to use this definition with \code{use.mean = #' FALSE}. In practice, the difference should be small if the number of #' observations is sufficiently large. Note, however, that all theoretical #' results about the jackknife refer to the `proper' definition. (Also note #' that this option might disappear in a future version.) #' #' @param object an \code{mvr} object. A cross-validated model fitted with #' \code{jackknife = TRUE}. #' @param ncomp the number of components to use for estimating the #' (co)variances #' @param covariance logical. If \code{TRUE}, covariances are calculated; #' otherwise only variances. The default is \code{FALSE}. #' @param use.mean logical. If \code{TRUE} (default), the mean coefficients #' are used when estimating the (co)variances; otherwise the coefficients from #' a model fitted to the entire data set. See Details. #' @return If \code{covariance} is \code{FALSE}, an \eqn{p\times q \times c} #' array of variance estimates, where \eqn{p} is the number of predictors, #' \eqn{q} is the number of responses, and \eqn{c} is the number of components. #' #' If \code{covariance} id \code{TRUE}, an \eqn{pq\times pq \times c} array of #' variance-covariance estimates. #' @section Warning: Note that the Tukey jackknife variance estimator is not #' unbiased for the variance of regression coefficients (Hinkley 1977). The #' bias depends on the \eqn{X} matrix. For ordinary least squares regression #' (OLSR), the bias can be calculated, and depends on the number of #' observations \eqn{n} and the number of parameters \eqn{k} in the mode. For #' the common case of an orthogonal design matrix with \eqn{\pm 1}{?1} levels, #' the delete-one jackknife estimate equals \eqn{(n-1)/(n-k)} times the #' classical variance estimate for the regression coefficients in OLSR. #' Similar expressions hold for delete-d estimates. Modifications have been #' proposed to reduce or eliminate the bias for the OLSR case, however, they #' depend on the number of parameters used in the model. See e.g. Hinkley #' (1977) or Wu (1986). #' #' Thus, the results of \code{var.jack} should be used with caution. #' @author Bjørn-Helge Mevik #' @seealso \code{\link{mvrCv}}, \code{\link{jack.test}} #' @references Tukey J.W. (1958) Bias and Confidence in Not-quite Large #' Samples. (Abstract of Preliminary Report). \emph{Annals of Mathematical #' Statistics}, \bold{29}(2), 614. #' #' Martens H. and Martens M. (2000) Modified Jack-knife Estimation of Parameter #' Uncertainty in Bilinear Modelling by Partial Least Squares Regression #' (PLSR). \emph{Food Quality and Preference}, \bold{11}, 5--16. #' #' Hinkley D.V. (1977), Jackknifing in Unbalanced Situations. #' \emph{Technometrics}, \bold{19}(3), 285--292. #' #' Wu C.F.J. (1986) Jackknife, Bootstrap and Other Resampling Methods in #' Regression Analysis. \emph{Te Annals of Statistics}, \bold{14}(4), #' 1261--1295. #' @keywords univar #' @examples #' #' data(oliveoil) #' mod <- pcr(sensory ~ chemical, data = oliveoil, validation = "LOO", #' jackknife = TRUE) #' var.jack(mod, ncomp = 2) #' #' @export var.jack <- function(object, ncomp = object$ncomp, covariance = FALSE, use.mean = TRUE) { if (!inherits(object, "mvr")) stop("Not an 'mvr' object") if (is.null(object$validation) || is.null(object$validation$coefficients)) stop("'object' was not fit with jackknifing enabled") seglengths <- sapply(object$validation$segments, length) if (any(diff(seglengths) != 0)) warning("Unequal segment lengths. Estimator currently ignores that") nseg <- length(seglengths) if (isTRUE(use.mean)) { ## The `proper' version of the jackknife cent <- rowMeans(object$validation$coefficients[,,ncomp,, drop=FALSE], dims = 3) } else { ## The `sloppy' version, used by e.g. Westad FIXME: ref cent <- object$coefficients[,,ncomp, drop=FALSE] } dnB <- dimnames(object$validation$coefficients[,,ncomp,, drop=FALSE]) Bdiff <- object$validation$coefficients[,,ncomp,, drop=FALSE] - c(cent) if (isTRUE(covariance)) { BdiffSq <- apply(Bdiff, 3:4, function(x) tcrossprod(c(x))) dims <- dim(Bdiff) dims[1:2] <- dims[1] * dims[2] dim(BdiffSq) <- dims est <- (nseg - 1) * rowMeans(BdiffSq, dims = 3) if (length(dnB[[2]]) == 1) { nxy <- dnB[[1]] } else if (length(dnB[[1]]) == 1) { nxy <- dnB[[2]] } else { nxy <- c(t(outer(dnB[[2]], dnB[[1]], paste, sep = ":"))) } dimnames(est) <- list(nxy, nxy, dnB[[3]]) } else { BdiffSq <- apply(Bdiff, 3:4, function(x) c(x)^2) est <- (nseg - 1) * rowMeans(BdiffSq, dims = 2) dim(est) <- dim(cent) dimnames(est) <- dnB[1:3] } return(est) } ## jack.test: Use jackknife variance estimates to test B = 0 #' @name jack.test #' @title Jackknife approximate t tests of regression coefficients #' #' @description Performes approximate t tests of regression coefficients based on jackknife #' variance estimates. #' #' @details \code{jack.test} uses the variance estimates from \code{var.jack} to perform #' \eqn{t} tests of the regression coefficients. The resulting object has a #' print method, \code{print.jacktest}, which uses \code{\link{printCoefmat}} #' for the actual printing. #' #' @aliases jack.test print.jacktest #' @param object an \code{mvr} object. A cross-validated model fitted with #' \code{jackknife = TRUE}. #' @param ncomp the number of components to use for estimating the variances #' @param use.mean logical. If \code{TRUE} (default), the mean coefficients #' are used when estimating the (co)variances; otherwise the coefficients from #' a model fitted to the entire data set. See \code{\link{var.jack}} for #' details. #' @param x an \code{jacktest} object, the result of \code{jack.test}. #' @param P.values logical. Whether to print \eqn{p} values (default). #' @param \dots Further arguments sent to the underlying print function #' \code{\link{printCoefmat}}. #' @return \code{jack.test} returns an object of class \code{"jacktest"}, with #' components \item{coefficients }{The estimated regression coefficients} #' \item{sd}{The square root of the jackknife variance estimates} #' \item{tvalues}{The \eqn{t} statistics} \item{df}{The `degrees of freedom' #' used for calculating \eqn{p} values} \item{pvalues}{The calculated \eqn{p} #' values} #' #' \code{print.jacktest} returns the \code{"jacktest"} object (invisibly). #' @section Warning: The jackknife variance estimates are known to be biased #' (see \code{\link{var.jack}}). Also, the distribution of the regression #' coefficient estimates and the jackknife variance estimates are unknown (at #' least in PLSR/PCR). Consequently, the distribution (and in particular, the #' degrees of freedom) of the resulting \eqn{t} statistics is unknown. The #' present code simply assumes a \eqn{t} distribution with \eqn{m - 1} degrees #' of freedom, where \eqn{m} is the number of cross-validation segments. #' #' Therefore, the resulting \eqn{p} values should not be used uncritically, and #' should perhaps be regarded as mere indicator of (non-)significance. #' #' Finally, also keep in mind that as the number of predictor variables #' increase, the problem of multiple tests increases correspondingly. #' @author Bjørn-Helge Mevik #' @seealso \code{\link{var.jack}}, \code{\link{mvrCv}} #' @references Martens H. and Martens M. (2000) Modified Jack-knife Estimation #' of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares #' Regression (PLSR). \emph{Food Quality and Preference}, \bold{11}, 5--16. #' @keywords htest #' @examples #' #' data(oliveoil) #' mod <- pcr(sensory ~ chemical, data = oliveoil, validation = "LOO", jackknife = TRUE) #' jack.test(mod, ncomp = 2) #' #' @export jack.test <- function(object, ncomp = object$ncomp, use.mean = TRUE) { nresp <- dim(object$coefficients)[2] sdjack <- sqrt(var.jack(object, ncomp = ncomp, covariance = FALSE, use.mean = use.mean)) B <- coef(object, ncomp = ncomp) ## FIXME: This is an approximation at best: df <- length(object$validation$segments) - 1 tvals <- B / sdjack pvals <- 2 * pt(abs(tvals), df = df, lower.tail = FALSE) structure(list(coefficients = B, sd = sdjack, tvalues = tvals, df = df, pvalues = pvals), class = "jacktest") } ## print.jacktest: Print method for jacktest objects #' @rdname jack.test #' @export print.jacktest <- function(x, P.values = TRUE, ...) { nresp <- dim(x$coefficients)[2] respnames <- dimnames(x$coefficients)[[2]] nmod <- dim(x$coefficients)[3] modnames <- dimnames(x$coefficients)[[3]] for (resp in 1:nresp) { for (mod in 1:nmod) { if (resp > 1 || mod > 1) cat("\n") cat("Response ", respnames[resp], " (", modnames[mod], "):\n", sep = "") coefmat <- cbind(Estimate = x$coefficients[,resp,mod], "Std. Error" = x$sd[,resp,mod], Df = x$df, "t value" = x$tvalues[,resp,mod], "Pr(>|t|)" = x$pvalues[,resp,mod]) printCoefmat(coefmat, P.values = isTRUE(P.values), cs.ind = 1:2, tst.ind = 4, ...) } } invisible(x) } pls/R/plots.R0000644000176200001440000016752314421462223012553 0ustar liggesusers### Plots for mvr objects. Some of them also work for other ### objects, but that is not a priority. ### ### Plot method for mvr objects ### #' @title Plot Method for MVR objects #' #' @description \code{plot.mvr} plots predictions, coefficients, scores, loadings, biplots, #' correlation loadings or validation plots (RMSEP curves, etc.). #' #' @details The function is simply a wrapper for the underlying plot functions used to #' make the selected plots. See \code{\link{predplot.mvr}}, #' \code{\link{validationplot}}, \code{\link{coefplot}}, #' \code{\link{scoreplot}}, \code{\link{loadingplot}}, \code{\link{biplot.mvr}} #' or \code{\link{corrplot}} for details. Note that all arguments except #' \code{x} and \code{plottype} must be named. #' #' @param x an object of class \code{mvr}. The fitted model to plot. #' @param plottype character. What kind of plot to plot. #' @param \dots further arguments, sent to the underlying plot functions. #' @return \code{plot.mvr} returns whatever the underlying plot function #' returns. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{predplot.mvr}}, #' \code{\link{validationplot}}, \code{\link{coefplot}}, #' \code{\link{scoreplot}}, \code{\link{loadingplot}}, #' \code{\link{biplot.mvr}}, \code{\link{corrplot}} #' @keywords regression multivariate hplot #' @examples #' #' data(yarn) #' nir.pcr <- pcr(density ~ NIR, ncomp = 9, data = yarn, validation = "CV") #' \dontrun{ #' plot(nir.pcr, ncomp = 5) # Plot of cross-validated predictions #' plot(nir.pcr, "scores") # Score plot #' plot(nir.pcr, "loadings", comps = 1:3) # The three first loadings #' plot(nir.pcr, "coef", ncomp = 5) # Coefficients #' plot(nir.pcr, "val") # RMSEP curves #' plot(nir.pcr, "val", val.type = "MSEP", estimate = "CV") # CV MSEP #' } #' #' @export plot.mvr <- function(x, plottype = c("prediction", "validation", "coefficients", "scores", "loadings", "biplot", "correlation"), ...) { plottype <- match.arg(plottype) plotFunc <- switch(plottype, prediction = predplot.mvr, validation = validationplot, coefficients = coefplot, scores = scoreplot, loadings = loadingplot, biplot = biplot.mvr, correlation = corrplot) plotFunc(x, ...) } ### ### Scoreplot ### #' @name scoreplot #' @title Plots of Scores, Loadings and Correlation Loadings #' #' @description Functions to make scatter plots of scores or correlation loadings, and #' scatter or line plots of loadings. #' #' @details \code{plot.scores} is simply a wrapper calling \code{scoreplot}, passing all #' arguments. Similarly for \code{plot.loadings}. #' #' \code{scoreplot} is generic, currently with a default method that works for #' matrices and any object for which \code{\link{scores}} returns a matrix. #' The default \code{scoreplot} method makes one or more scatter plots of the #' scores, depending on how many components are selected. If one or two #' components are selected, and \code{identify} is \code{TRUE}, the function #' \code{\link{identify}} is used to interactively identify points. #' #' Also \code{loadingplot} is generic, with a default method that works for #' matrices and any object where \code{\link{loadings}} returns a matrix. If #' \code{scatter} is \code{TRUE}, the default method works exactly like the #' default \code{scoreplot} method. Otherwise, it makes a lineplot of the #' selected loading vectors, and if \code{identify} is \code{TRUE}, uses #' \code{\link{identify}} to interactively identify points. Also, if #' \code{legendpos} is given, a legend is drawn at the position indicated. #' #' \code{corrplot} works exactly like the default \code{scoreplot} method, #' except that at least two components must be selected. The #' \dQuote{correlation loadings}, i.e. the correlations between each variable #' and the selected components (see References), are plotted as pairwise #' scatter plots, with concentric circles of radii given by \code{radii}. Each #' point corresponds to a variable. The squared distance between the point and #' origin equals the fraction of the variance of the variable explained by the #' components in the panel. The default \code{radii} corresponds to 50\% and #' 100\% explained variance. By default, only the correlation loadings of the #' \eqn{X} variables are plotted, but if \code{ploty} is \code{TRUE}, also the #' \eqn{Y} correlation loadings are plotted. #' #' \code{scoreplot}, \code{loadingplot} and \code{corrplot} can also be called #' through the plot method for \code{mvr} objects, by specifying #' \code{plottype} as \code{"scores"}, \code{"loadings"} or #' \code{"correlation"}, respectively. See \code{\link{plot.mvr}}. #' #' The argument \code{labels} can be a vector of labels or one of #' \code{"names"} and \code{"numbers"}. #' #' If a scatter plot is produced (i.e., \code{scoreplot}, \code{corrplot}, or #' \code{loadingplot} with \code{scatter = TRUE}), the labels are used instead #' of plot symbols for the points plotted. If \code{labels} is \code{"names"} #' or \code{"numbers"}, the row names or row numbers of the matrix (scores, #' loadings or correlation loadings) are used. #' #' If a line plot is produced (i.e., \code{loadingplot}), the labels are used #' as \eqn{x} axis labels. If \code{labels} is \code{"names"} or #' \code{"numbers"}, the variable names are used as labels, the difference #' being that with \code{"numbers"}, the variable names are converted to #' numbers, if possible. Variable names of the forms \samp{"number"} or #' \samp{"number text"} (where the space is optional), are handled. #' #' The argument \code{pretty.xlabels} is only used when \code{labels} is #' specified for a line plot. If \code{TRUE} (default), the code tries to use #' a \sQuote{pretty} selection of labels. If \code{labels} is #' \code{"numbers"}, it also uses the numerical values of the labels for #' horisontal spacing. If one has excluded parts of the spectral region, one #' might therefore want to use \code{pretty.xlabels = FALSE}. #' #' @aliases scoreplot scoreplot.default plot.scores loadingplot #' loadingplot.default plot.loadings corrplot #' @param object an object. The fitted model. #' @param comps integer vector. The components to plot. #' @param scatter logical. Whether the loadings should be plotted as a scatter #' instead of as lines. #' @param labels optional. Alternative plot labels or \eqn{x} axis labels. #' See Details. #' @param plotx locical. Whether to plot the \eqn{X} correlation loadings. #' Defaults to \code{TRUE}. #' @param ploty locical. Whether to plot the \eqn{Y} correlation loadings. #' Defaults to \code{FALSE}. #' @param radii numeric vector, giving the radii of the circles drawn in #' \code{corrplot}. The default radii represent 50\% and 100\% explained #' variance of the \eqn{X} variables by the chosen components. #' @param identify logical. Whether to use \code{identify} to interactively #' identify points. See below. #' @param type character. What type of plot to make. Defaults to \code{"p"} #' (points) for scatter plots and \code{"l"} (lines) for line plots. See #' \code{\link{plot}} for a complete list of types (not all types are #' possible/meaningful for all plots). #' @param lty vector of line types (recycled as neccessary). Line types can be #' specified as integers or character strings (see \code{\link{par}} for the #' details). #' @param lwd vector of positive numbers (recycled as neccessary), giving the #' width of the lines. #' @param pch plot character. A character string or a vector of single #' characters or integers (recycled as neccessary). See \code{\link{points}} #' for all alternatives. #' @param cex numeric vector of character expansion sizes (recycled as #' neccessary) for the plotted symbols. #' @param col character or integer vector of colors for plotted lines and #' symbols (recycled as neccessary). See \code{\link{par}} for the details. #' @param legendpos Legend position. Optional. Ignored if \code{scatter} is #' \code{TRUE}. If present, a legend is drawn at the given position. The #' position can be specified symbolically (e.g., \code{legendpos = #' "topright"}). This requires >= 2.1.0. Alternatively, the position can be #' specified explicitly (\code{legendpos = t(c(x,y))}) or interactively #' (\code{legendpos = \link{locator}()}). #' @param xlab,ylab titles for \eqn{x} and \eqn{y} axes. Typically character #' strings, but can be expressions or lists. See \code{\link{title}} for #' details. #' @param pretty.xlabels logical. If \code{TRUE}, \code{loadingplot} tries to #' plot the \eqn{x} labels more nicely. See Details. #' @param xlim optional vector of length two, with the \eqn{x} limits of the #' plot. #' @param x a \code{scores} or \code{loadings} object. The scores or loadings #' to plot. #' @param \dots further arguments sent to the underlying plot function(s). #' @return The functions return whatever the underlying plot function (or #' \code{identify}) returns. #' @note \code{\link{legend}} has many options. If you want greater control #' over the appearance of the legend, omit the \code{legendpos} argument and #' call \code{legend} manually. #' #' Graphical parametres (such as \code{pch} and \code{cex}) can also be used #' with \code{scoreplot} and \code{corrplot}. They are not listed in the #' argument list simply because they are not handled specifically in the #' function (unlike in \code{loadingplot}), but passed directly to the #' underlying plot functions by \code{\dots{}}. #' #' Tip: If the labels specified with \code{labels} are too long, they get #' clipped at the border of the plot region. This can be avoided by supplying #' the graphical parameter \code{xpd = TRUE} in the plot call. #' #' The handling of \code{labels} and \code{pretty.xlabels} in \code{coefplot} #' is experimental. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{scores}}, #' \code{\link{loadings}}, \code{\link{identify}}, \code{\link{legend}} #' @references Martens, H., Martens, M. (2000) Modified Jack-knife Estimation #' of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares #' Regression (PLSR). \emph{Food Quality and Preference}, \bold{11}(1--2), #' 5--16. #' @keywords regression multivariate hplot #' @examples #' #' data(yarn) #' mod <- plsr(density ~ NIR, ncomp = 10, data = yarn) #' ## These three are equivalent: #' \dontrun{ #' scoreplot(mod, comps = 1:5) #' plot(scores(mod), comps = 1:5) #' plot(mod, plottype = "scores", comps = 1:5) #' #' loadingplot(mod, comps = 1:5) #' loadingplot(mod, comps = 1:5, legendpos = "topright") # With legend #' loadingplot(mod, comps = 1:5, scatter = TRUE) # Plot as scatterplots #' #' corrplot(mod, comps = 1:2) #' corrplot(mod, comps = 1:3) #' } #' #' @export scoreplot <- function(object, ...) UseMethod("scoreplot") #' @rdname scoreplot #' @export scoreplot.default <- function(object, comps = 1:2, labels, identify = FALSE, type = "p", xlab, ylab, ...) { ## Check arguments nComps <- length(comps) if (nComps == 0) stop("At least one component must be selected.") ## Get the scores if (is.matrix(object)) { ## Assume this is already a score matrix S <- object[,comps, drop = FALSE] } else { ## Try to get the scores S <- scores(object)[,comps, drop = FALSE] if (is.null(S)) stop("`", deparse(substitute(object)), "' has no scores.") } if (!missing(labels)) { ## Set up point labels if (length(labels) == 1) { labels <- switch(match.arg(labels, c("names", "numbers")), names = rownames(S), numbers = 1:nrow(S) ) } labels <- as.character(labels) type <- "n" } varlab <- compnames(object, comps, explvar = TRUE) if (nComps <= 2) { if (nComps == 1) { ## One component versus index if (missing(xlab)) xlab <- "observation" if (missing(ylab)) ylab <- varlab } else { ## Second component versus first if (missing(xlab)) xlab <- varlab[1] if (missing(ylab)) ylab <- varlab[2] } plot(S, xlab = xlab, ylab = ylab, type = type, ...) if (!missing(labels)) text(S, labels, ...) if (isTRUE(identify)) { if (!is.null(rownames(S))) { identify(S, labels = rownames(S)) } else { identify(S) } } } else { ## Pairwise scatterplots of several components panel <- if (missing(labels)) function(x, y, ...) points(x, y, type = type, ...) else function(x, y, ...) text(x, y, labels = labels, ...) pairs(S, labels = varlab, panel = panel, ...) } } ## A plot method for scores: #' @rdname scoreplot #' @export plot.scores <- function(x, ...) scoreplot(x, ...) ### ### Loadingplot ### #' @rdname scoreplot #' @export loadingplot <- function(object, ...) UseMethod("loadingplot") #' @rdname scoreplot #' @export loadingplot.default <- function(object, comps = 1:2, scatter = FALSE, labels, identify = FALSE, type, lty, lwd = NULL, pch, cex = NULL, col, legendpos, xlab, ylab, pretty.xlabels = TRUE, xlim, ...) { ## Check arguments nComps <- length(comps) if (nComps == 0) stop("At least one component must be selected.") if (!missing(type) && (length(type) != 1 || is.na(nchar(type, "c")) || nchar(type, "c") != 1)) stop("Invalid plot type.") ## Get the loadings if (is.matrix(object)) { ## Assume this is already a loading matrix L <- object[,comps, drop = FALSE] } else { ## Try to get the loadings: L <- loadings(object)[,comps, drop = FALSE] if (is.null(L)) stop("`", deparse(substitute(object)), "' has no loadings.") } varlab <- compnames(object, comps, explvar = TRUE) if (isTRUE(scatter)) { ## Scatter plots if (missing(type)) type <- "p" if (!missing(labels)) { ## Set up point/tick mark labels if (length(labels) == 1) { labels <- switch(match.arg(labels, c("names", "numbers")), names = { if (is.null(rnames <- rownames(L))) { stop("The loadings have no row names.") } else { rnames }}, numbers = 1:nrow(L) ) } labels <- as.character(labels) type <- "n" } if (missing(lty)) lty <- NULL if (missing(pch)) pch <- NULL if (missing(col)) col <- par("col") # `NULL' means `no colour' if (nComps <= 2) { if (nComps == 1) { ## One component versus index if (missing(xlab)) xlab <- "variable" if (missing(ylab)) ylab <- varlab } else { ## Second component versus first if (missing(xlab)) xlab <- varlab[1] if (missing(ylab)) ylab <- varlab[2] } plot(L, xlab = xlab, ylab = ylab, type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, ...) if (!missing(labels)) text(L, labels, cex = cex, col = col, ...) if (isTRUE(identify)) identify(L, labels = paste(1:nrow(L), rownames(L), sep = ": ")) } else { ## Pairwise scatterplots of several components panel <- if (missing(labels)) { function(x, y, ...) points(x, y, type = type, lty = lty, lwd = lwd, pch = pch, col = col, ...) } else { function(x, y, ...) text(x, y, labels = labels, col = col, ...) } pairs(L, labels = varlab, panel = panel, cex = cex, ...) } } else { # if (isTRUE(scatter)) ## Line plots if (missing(type)) type <- "l" if (missing(lty)) lty <- 1:nComps if (missing(pch)) pch <- 1:nComps if (missing(col)) col <- 1:nComps if (missing(xlab)) xlab <- "variable" if (missing(ylab)) ylab <- "loading value" xnum <- 1:nrow(L) if (missing(labels)) { xaxt <- par("xaxt") } else { xaxt <- "n" if (length(labels) == 1) { xnam <- rownames(L) switch(match.arg(labels, c("names", "numbers")), names = { # Simply use the names as is labels <- xnam }, numbers = { # Try to use them as numbers if (length(grep("^[-0-9.]+[^0-9]*$", xnam)) == length(xnam)) { ## Labels are on "num+text" format labels <- sub("[^0-9]*$", "", xnam) if (isTRUE(pretty.xlabels)) { xnum <- as.numeric(labels) xaxt <- par("xaxt") } } else { stop("Could not convert variable names to numbers.") } } ) } else { labels <- as.character(labels) } } if (missing(xlim)) xlim <- xnum[c(1, length(xnum))] # Needed for reverted scales matplot(xnum, L, xlab = xlab, ylab = ylab, type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, xaxt = xaxt, xlim = xlim, ...) if (!missing(labels) && xaxt == "n") { if (isTRUE(pretty.xlabels)) { ticks <- axTicks(1) ticks <- ticks[ticks >= 1 & ticks <= length(labels)] } else { ticks <- 1:length(labels) } axis(1, ticks, labels[ticks], ...) } if (!missing(legendpos)) { ## Are we plotting lines? dolines <- type %in% c("l", "b", "c", "o", "s", "S", "h") ## Are we plotting points? dopoints <- type %in% c("p", "b", "o") if (length(lty) > nComps) lty <- lty[1:nComps] do.call("legend", c(list(legendpos, varlab, col = col), if (dolines) list(lty = lty, lwd = lwd), if (dopoints) list(pch = pch, pt.cex = cex, pt.lwd = lwd))) } if (isTRUE(identify)) identify(c(row(L)), c(L), labels = paste(c(col(L)), rownames(L), sep = ": ")) } # if (isTRUE(scatter)) } ## A plot method for loadings (loadings, loading.weights or Yloadings): #' @rdname scoreplot #' @export plot.loadings <- function(x, ...) loadingplot(x, ...) ### ### Correlation loadings plot ### #' @rdname scoreplot #' @export corrplot <- function(object, comps = 1:2, labels, plotx = TRUE, ploty = FALSE, radii = c(sqrt(1/2), 1), identify = FALSE, type = "p", xlab, ylab, col, ...) { nComps <- length(comps) if (nComps < 2) stop("At least two components must be selected.") if (is.matrix(object)) { ## Assume this is already a correlation matrix cl <- object[,comps, drop = FALSE] numX <- nrow(cl) numY <- 0 varlab <- colnames(cl) } else { S <- scores(object)[,comps, drop = FALSE] if (is.null(S)) stop("`", deparse(substitute(object)), "' has no scores.") if (isTRUE(plotx)) { clX <- cor(model.matrix(object), S) numX <- nrow(clX) } else { clX <- NULL numX <- 0 } if (isTRUE(ploty)) { clY <- cor(model.response(model.frame(object)), S) numY <- nrow(clY) if (numY == 1) { ## Add response name for single response models rownames(clY) <- all.vars(formula(object))[1] } } else { clY <- NULL numY <- 0 } cl <- rbind(clX, clY) varlab <- compnames(object, comps, explvar = TRUE) } if (missing(col)) { ## Set up default colours: col <- c(rep(1, numX), rep(2, numY)) } if (!missing(labels)) { ## Set up point labels if (length(labels) == 1) { labels <- switch(match.arg(labels, c("names", "numbers")), names = rownames(cl), numbers = 1:nrow(cl) ) } labels <- as.character(labels) type <- "n" } ## Build the expression to add circles: if (length(radii)) { addcircles <- substitute(symbols(cent, cent, circles = radii, inches = FALSE, add = TRUE), list(cent = rep(0, length(radii)))) } else { addcircles <- expression() } if (nComps == 2) { ## Second component versus first if (missing(xlab)) xlab <- varlab[1] if (missing(ylab)) ylab <- varlab[2] plot(cl, xlim = c(-1,1), ylim = c(-1,1), asp = 1, xlab = xlab, ylab = ylab, type = type, col = col, ...) eval(addcircles) segments(x0 = c(-1, 0), y0 = c(0, -1), x1 = c(1, 0), y1 = c(0, 1)) if (!missing(labels)) text(cl, labels, col = col, ...) if (isTRUE(identify)) { if (!is.null(rownames(cl))) { identify(cl, labels = rownames(cl)) } else { identify(cl) } } } else { ## Pairwise scatterplots of several components pointsOrText <- if (missing(labels)) { function(x, y, ...) points(x, y, type = type, ...) } else { function(x, y, ...) text(x, y, labels = labels, ...) } panel <- function(x, y, ...) { ## Ignore the leading `ghost points': pointsOrText(x[-(1:2)], y[-(1:2)], ...) eval(addcircles) segments(x0 = c(-1, 0), y0 = c(0, -1), x1 = c(1, 0), y1 = c(0, 1)) } ## Call `pairs' with two leading `ghost points', to get ## correct xlim and ylim: pairs(rbind(-1, 1, cl), labels = varlab, panel = panel, asp = 1, col = col, ...) } } ### ### prediction plot ### ## Generic: #' @name predplot #' @title Prediction Plots #' #' @description Functions to plot predicted values against measured values for a fitted #' model. #' #' @details \code{predplot} is a generic function for plotting predicted versus measured #' response values, with default and \code{mvr} methods currently implemented. #' The default method is very simple, and doesn't handle multiple responses or #' new data. #' #' The \code{mvr} method, handles multiple responses, model sizes and types of #' predictions by making one plot for each combination. It can also be called #' through the plot method for \code{mvr}, by specifying \code{plottype = #' "prediction"} (the default). #' #' The argument \code{main} can be used to specify the main title of the plot. #' It is handled in a non-standard way. If there is only on (sub) plot, #' \code{main} will be used as the main title of the plot. If there is #' \emph{more} than one (sub) plot, however, the presence of \code{main} will #' produce a corresponding \sQuote{global} title on the page. Any graphical #' parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only #' affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its #' appearance can be changed by setting the parameters with \code{\link{par}}, #' which will affect \emph{both} titles (with the exception of \code{font.main} #' and \code{cex.main}, which will only affect the \sQuote{global} title when #' there is more than one plot). (To have different settings for the two #' titles, one can override the \code{par} settings with arguments to #' \code{predplot}.) #' #' \code{predplotXy} is an internal function and is not meant for interactive #' use. It is called by the \code{predplot} methods, and its arguments, e.g, #' \code{line}, can be given in the \code{predplot} call. #' #' @aliases predplot predplot.default predplot.mvr predplotXy #' @param object a fitted model. #' @param ncomp integer vector. The model sizes (numbers of components) to use #' for prediction. #' @param which character vector. Which types of predictions to plot. Should #' be a subset of \code{c("train", "validation", "test")}. If not specified, #' \code{plot.mvr} selects test set predictions if \code{newdata} is supplied, #' otherwise cross-validated predictions if the model has been cross-validated, #' otherwise fitted values from the calibration data. #' @param newdata data frame. New data to predict. #' @param nCols,nRows integer. The number of coloumns and rows the plots will #' be laid out in. If not specified, \code{plot.mvr} tries to be intelligent. #' @param xlab,ylab titles for \eqn{x} and \eqn{y} axes. Typically character #' strings, but can be expressions or lists. See \code{\link{title}} for #' details. #' @param labels optional. Alternative plot labels to use. Either a vector of #' labels, or \code{"names"} or \code{"numbers"} to use the row names or row #' numbers of the data as labels. #' @param type character. What type of plot to make. Defaults to \code{"p"} #' (points). See \code{\link{plot}} for a complete list of types. The #' argument is ignored if \code{labels} is specified. #' @param main optional main title for the plot. See Details. #' @param ask logical. Whether to ask the user before each page of a plot. #' @param font.main font to use for main titles. See \code{\link{par}} for #' details. Also see Details below. #' @param cex.main numeric. The magnification to be used for main titles #' relative to the current size. Also see Details below. #' @param x numeric vector. The observed response values. #' @param y numeric vector. The predicted response values. #' @param line logical. Whether a target line should be drawn. #' @param line.col,line.lty,line.lwd character or numeric. The \code{col}, #' \code{lty} and \code{lwd} parametres for the target line. See #' \code{\link{par}} for details. #' @param \dots further arguments sent to underlying plot functions. #' @return The functions invisibly return a matrix with the (last) plotted #' data. #' @note The \code{font.main} and \code{cex.main} must be (completely) named. #' This is to avoid that any argument \code{cex} or \code{font} matches them. #' #' Tip: If the labels specified with \code{labels} are too long, they get #' clipped at the border of the plot region. This can be avoided by supplying #' the graphical parameter \code{xpd = TRUE} in the plot call. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{plot.mvr}} #' @keywords regression multivariate hplot #' @examples #' #' data(yarn) #' mod <- plsr(density ~ NIR, ncomp = 10, data = yarn[yarn$train,], validation = "CV") #' \dontrun{ #' predplot(mod, ncomp = 1:6) #' plot(mod, ncomp = 1:6) # Equivalent to the previous #' ## Both cross-validated and test set predictions: #' predplot(mod, ncomp = 4:6, which = c("validation", "test"), #' newdata = yarn[!yarn$train,]) #' } #' #' data(oliveoil) #' mod.sens <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil) #' \dontrun{plot(mod.sens, ncomp = 2:4) # Several responses gives several plots} #' #' @export predplot <- function(object, ...) UseMethod("predplot") ## Default method: #' @rdname predplot #' @export predplot.default <- function(object, ...) { measured <- model.response(model.frame(object)) predicted <- predict(object) predplotXy(measured, predicted, ...) } ## Method for mvr objects: #' @rdname predplot #' @export predplot.mvr <- function(object, ncomp = object$ncomp, which, newdata, nCols, nRows, xlab = "measured", ylab = "predicted", main, ask = nRows * nCols < nPlots && dev.interactive(), ..., font.main, cex.main) { ## Select type(s) of prediction if (missing(which)) { ## Pick the `best' alternative. if (!missing(newdata)) { which <- "test" } else { if (!is.null(object$validation)) { which <- "validation" } else { which <- "train" } } } else { ## Check the supplied `which' allTypes <- c("train", "validation", "test") which <- allTypes[pmatch(which, allTypes)] if (length(which) == 0 || any(is.na(which))) stop("`which' should be a subset of ", paste(allTypes, collapse = ", ")) } ## Help variables nEst <- length(which) nSize <- length(ncomp) nResp <- dim(object$fitted.values)[2] ## Set plot parametres as needed: dims <- c(nEst, nSize, nResp) dims <- dims[dims > 1] nPlots <- prod(dims) if (nPlots > 1) { ## Set up default font.main and cex.main for individual titles: if (missing(font.main)) font.main <- 1 if (missing(cex.main)) cex.main <- 1.1 ## Show the *labs in the margin: mXlab <- xlab mYlab <- ylab xlab <- ylab <- "" if(missing(nCols)) nCols <- min(c(3, dims[1])) if(missing(nRows)) nRows <- min(c(3, ceiling(prod(dims[1:2], na.rm = TRUE) / nCols))) opar <- par(no.readonly = TRUE) on.exit(par(opar)) par(mfrow = c(nRows, nCols), oma = c(1, 1, if(missing(main)) 0 else 2, 0) + 0.1, mar = c(3,3,3,1) + 0.1) if (isTRUE(ask)) { oask <- devAskNewPage(TRUE) on.exit(devAskNewPage(oask)) } } else { ## Set up default font.main and cex.main for the main title: if (missing(font.main)) font.main <- par("font.main") if (missing(cex.main)) cex.main <- par("cex.main") nCols <- nRows <- 1 } ## Set up measured and predicted for all model sizes, responses and ## estimates: if ("train" %in% which) { train.measured <- as.matrix(model.response(model.frame(object))) train.predicted <- object$fitted.values[,,ncomp, drop = FALSE] } if ("validation" %in% which) { if (is.null(object$validation)) stop("`object' has no `validation' component.") if(!exists("train.measured")) train.measured <- as.matrix(model.response(model.frame(object))) validation.predicted <- object$validation$pred[,,ncomp, drop = FALSE] } if ("test" %in% which) { if (missing(newdata)) stop("Missing `newdata'.") test.measured <- as.matrix(model.response(model.frame(formula(object), data = newdata))) test.predicted <- predict(object, ncomp = ncomp, newdata = newdata) } ## Do the plots plotNo <- 0 for (resp in 1:nResp) { for (size in 1:nSize) { for (est in 1:nEst) { plotNo <- plotNo + 1 if (nPlots == 1 && !missing(main)) { lmain <- main } else { lmain <- sprintf("%s, %d comps, %s", respnames(object)[resp], ncomp[size], which[est]) } sub <- which[est] switch(which[est], train = { measured <- train.measured[,resp] predicted <- train.predicted[,resp,size] }, validation = { measured <- train.measured[,resp] predicted <- validation.predicted[,resp,size] }, test = { measured <- test.measured[,resp] predicted <- test.predicted[,resp,size] } ) xy <- predplotXy(measured, predicted, main = lmain, font.main = font.main, cex.main = cex.main, xlab = xlab, ylab = ylab, ...) if (nPlots > 1 && (plotNo %% (nCols * nRows) == 0 || plotNo == nPlots)) { ## Last plot on a page; add outer margin text and title: mtext(mXlab, side = 1, outer = TRUE) mtext(mYlab, side = 2, outer = TRUE) if (!missing(main)) title(main = main, outer = TRUE) } } } } invisible(xy) } ## The workhorse function: #' @rdname predplot #' @export predplotXy <- function(x, y, line = FALSE, labels, type = "p", main = "Prediction plot", xlab = "measured response", ylab = "predicted response", line.col = par("col"), line.lty = NULL, line.lwd = NULL, ...) { if (!missing(labels)) { ## Set up point labels if (length(labels) == 1) { labels <- switch(match.arg(labels, c("names", "numbers")), names = names(y), numbers = as.character(1:length(y)) ) } ## Override plot type: type <- "n" } plot(y ~ x, type = type, main = main, xlab = xlab, ylab = ylab, ...) if (!missing(labels)) text(x, y, labels, ...) if (isTRUE(line)) abline(0, 1, col = line.col, lty = line.lty, lwd = line.lwd) invisible(cbind(measured = x, predicted = as.vector(y))) } ### ### Coefficient plot ### #' @title Plot Regression Coefficients of PLSR and PCR models #' #' @description Function to plot the regression coefficients of an \code{mvr} object. #' #' @details \code{coefplot} handles multiple responses by making one plot for each #' response. If \code{separate} is \code{TRUE}, separate plots are made for #' each combination of model size and response. The plots are laid out in a #' rectangular fashion. #' #' If \code{legendpos} is given, a legend is drawn at the given position #' (unless \code{separate} is \code{TRUE}). #' #' The argument \code{labels} can be a vector of labels or one of #' \code{"names"} and \code{"numbers"}. The labels are used as \eqn{x} axis #' labels. If \code{labels} is \code{"names"} or \code{"numbers"}, the #' variable names are used as labels, the difference being that with #' \code{"numbers"}, the variable names are converted to numbers, if possible. #' Variable names of the forms \samp{"number"} or \samp{"number text"} (where #' the space is optional), are handled. #' #' The argument \code{main} can be used to specify the main title of the plot. #' It is handled in a non-standard way. If there is only on (sub) plot, #' \code{main} will be used as the main title of the plot. If there is #' \emph{more} than one (sub) plot, however, the presence of \code{main} will #' produce a corresponding \sQuote{global} title on the page. Any graphical #' parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only #' affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its #' appearance can be changed by setting the parameters with \code{\link{par}}, #' which will affect \emph{both} titles. (To have different settings for the #' two titles, one can override the \code{par} settings with arguments to #' \code{coefplot}.) #' #' The argument \code{pretty.xlabels} is only used when \code{labels} is #' specified. If \code{TRUE} (default), the code tries to use a #' \sQuote{pretty} selection of labels. If \code{labels} is \code{"numbers"}, #' it also uses the numerical values of the labels for horisontal spacing. If #' one has excluded parts of the spectral region, one might therefore want to #' use \code{pretty.xlabels = FALSE}. #' #' When \code{separate} is \code{TRUE}, the arguments \code{lty}, \code{col}, #' and \code{pch} default to their \code{par()} setting. Otherwise, the #' default for all of them is \code{1:nLines}, where \code{nLines} is the #' number of model sizes specified, i.e., the length of \code{ncomp} or #' \code{comps}. #' #' The function can also be called through the \code{mvr} plot method by #' specifying \code{plottype = "coefficients"}. #' #' @param object an \code{mvr} object. The fitted model. #' @param ncomp,comps vector of positive integers. The components to plot. #' See \code{\link{coef.mvr}} for details. #' @param separate logical. If \code{TRUE}, coefficients for different model #' sizes are blotted in separate plots. #' @param se.whiskers logical. If \code{TRUE}, whiskers at plus/minus 1 #' estimated standard error are added to the plot. This is only available if #' the model was cross-validated with \code{jackknife = TRUE}. Also, in the #' current implementation, \code{intercept} must be \code{FALSE}, and #' \code{separate} must be \code{TRUE} if \code{length(ncomp) > 1}. #' @param intercept logical. Whether coefficients for the intercept should be #' plotted. Ignored if \code{comps} is specified. Defaults to \code{FALSE}. #' See \code{\link{coef.mvr}} for details. #' @param nCols,nRows integer. The number of coloumns and rows the plots will #' be laid out in. If not specified, \code{coefplot} tries to be intelligent. #' @param labels optional. Alternative \eqn{x} axis labels. See Details. #' @param type character. What type of plot to make. Defaults to \code{"l"} #' (lines). Alternative types include \code{"p"} (points) and \code{"b"} #' (both). See \code{\link{plot}} for a complete list of types. #' @param lty vector of line types (recycled as neccessary). Line types can be #' specified as integers or character strings (see \code{\link{par}} for the #' details). #' @param lwd vector of positive numbers (recycled as neccessary), giving the #' width of the lines. #' @param pch plot character. A character string or a vector of single #' characters or integers (recycled as neccessary). See \code{\link{points}} #' for all alternatives. #' @param cex numeric vector of character expansion sizes (recycled as #' neccessary) for the plotted symbols. #' @param col character or integer vector of colors for plotted lines and #' symbols (recycled as neccessary). See \code{\link{par}} for the details. #' @param legendpos Legend position. Optional. Ignored if \code{separate} is #' \code{TRUE}. If present, a legend is drawn at the given position. The #' position can be specified symbolically (e.g., \code{legendpos = #' "topright"}). This requires >= 2.1.0. Alternatively, the position can be #' specified explicitly (\code{legendpos = t(c(x,y))}) or interactively #' (\code{legendpos = \link{locator}()}). This only works well for plots of #' single-response models. #' @param xlab,ylab titles for \eqn{x} and \eqn{y} axes. Typically character #' strings, but can be expressions (e.g., \code{expression(R^2)} or lists. See #' \code{\link{title}} for details. #' @param main optional main title for the plot. See Details. #' @param pretty.xlabels logical. If \code{TRUE}, \code{coefplot} tries to #' plot the \eqn{x} labels more nicely. See Details. #' @param xlim,ylim optional vector of length two, with the \eqn{x} or \eqn{y} #' limits of the plot. #' @param ask logical. Whether to ask the user before each page of a plot. #' @param \dots Further arguments sent to the underlying plot functions. #' @note \code{\link{legend}} has many options. If you want greater control #' over the appearance of the legend, omit the \code{legendpos} argument and #' call \code{legend} manually. #' #' The handling of \code{labels} and \code{pretty.xlabels} is experimental. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{coef.mvr}}, #' \code{\link{plot}}, \code{\link{legend}} #' @keywords regression multivariate hplot #' @examples #' #' data(yarn) #' mod.nir <- plsr(density ~ NIR, ncomp = 8, data = yarn) #' \dontrun{ #' coefplot(mod.nir, ncomp = 1:6) #' plot(mod.nir, plottype = "coefficients", ncomp = 1:6) # Equivalent to the previous #' ## Plot with legend: #' coefplot(mod.nir, ncom = 1:6, legendpos = "bottomright") #' } #' #' data(oliveoil) #' mod.sens <- plsr(sensory ~ chemical, ncomp = 4, data = oliveoil) #' \dontrun{coefplot(mod.sens, ncomp = 2:4, separate = TRUE)} #' #' @export coefplot <- function(object, ncomp = object$ncomp, comps, intercept = FALSE, separate = FALSE, se.whiskers = FALSE, nCols, nRows, labels, type = "l", lty, lwd = NULL, pch, cex = NULL, col, legendpos, xlab = "variable", ylab = "regression coefficient", main, pretty.xlabels = TRUE, xlim, ylim, ask = nRows * nCols < nPlots && dev.interactive(), ...) { ## This simplifies code below: if (missing(comps)) comps <- NULL separate <- isTRUE(separate) se.whiskers <- isTRUE(se.whiskers) ## Help variables nLines <- if (is.null(comps)) length(ncomp) else length(comps) nSize <- if (separate) nLines else 1 nResp <- dim(object$fitted.values)[2] ## Set plot parametres as needed: dims <- c(nSize, nResp) dims <- dims[dims > 1] nPlots <- prod(dims) if (nPlots > 1) { ## Show the *labs in the margin: mXlab <- xlab mYlab <- ylab xlab <- ylab <- "" if (missing(nCols)) nCols <- min(c(3, dims[1])) if (missing(nRows)) nRows <- min(c(3, ceiling(prod(dims[1:2], na.rm = TRUE) / nCols))) opar <- par(no.readonly = TRUE) on.exit(par(opar)) par(mfrow = c(nRows, nCols), oma = c(1, 1, if(missing(main)) 0 else 2, 0) + 0.1, mar = c(3,3,3,1) + 0.1) if (isTRUE(ask)) { oask <- devAskNewPage(TRUE) on.exit(devAskNewPage(oask)) } } else { nCols <- nRows <- 1 } if (missing(col)) col <- if (separate) par("col") else 1:nLines if (missing(pch)) pch <- if (separate) par("pch") else 1:nLines if (missing(lty)) lty <- if (separate) par("lty") else 1:nLines if (length(lty) > nLines) lty <- lty[1:nLines] # otherwise legend chokes if (length(type) != 1 || is.na(nchar(type, "c")) || nchar(type, "c") != 1) stop("Invalid plot type.") ## Are we plotting lines? dolines <- type %in% c("l", "b", "c", "o", "s", "S", "h") ## Are we plotting points? dopoints <- type %in% c("p", "b", "o") ## Get the coefficients: coefs <- coef(object, ncomp = ncomp, comps = comps, intercept = intercept) complabs <- dimnames(coefs)[[3]] ## Optionally, get the standard errors: if (se.whiskers) { if (isTRUE(intercept)) stop(sQuote("se.whiskers"), " not supported when ", sQuote("intercept"), " is TRUE") if (!is.null(comps)) stop(sQuote("se.whiskers"), " not supported when ", sQuote("comps"), " is specified") if (dim(coefs)[3] > 1 && !separate) stop(sQuote("se.whiskers"), " not supported when ", sQuote("separate"), " is FALSE and length(ncomp) > 1") SEs <- sqrt(var.jack(object, ncomp = ncomp)) npred <- dim(SEs)[1] if (!hasArg("ylim")) { ## Calculate new ylims: miny <- apply(coefs - SEs, 2:3, min) maxy <- apply(coefs + SEs, 2:3, max) } } ## Set up the x labels: xnum <- 1:dim(coefs)[1] if (missing(labels)) { xaxt <- par("xaxt") } else { xaxt <- "n" if (length(labels) == 1) { xnam <- prednames(object, intercept = intercept) switch(match.arg(labels, c("names", "numbers")), names = { # Simply use the names as is labels <- xnam }, numbers = { # Try to use them as numbers if (length(grep("^[-0-9.]+[^0-9]*$", xnam)) == length(xnam)) { ## Labels are on "num+text" format labels <- sub("[^0-9]*$", "", xnam) if (isTRUE(pretty.xlabels)) { xnum <- as.numeric(labels) xaxt <- par("xaxt") } } else { stop("Could not convert variable names to numbers.") } } ) } else { labels <- as.character(labels) } } if (missing(xlim)) xlim <- xnum[c(1, length(xnum))] # Needed for reverted scales ## Do the plots plotNo <- 0 for (resp in 1:nResp) { respname <- respnames(object)[resp] for (size in 1:nSize) { plotNo <- plotNo + 1 if (nPlots == 1 && !missing(main)) { lmain <- main } else if (separate) { lmain <- paste(respname, complabs[size], sep = ", ") } else { lmain <- respname } if (separate) { if (missing(ylim)) { if (se.whiskers) { ylims <- c(miny[resp,size], maxy[resp,size]) } else { ylims <- range(coefs[,resp,size]) } } else { ylims <- ylim } plot(xnum, coefs[,resp,size], main = lmain, xlab = xlab, ylab = ylab, type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, xaxt = xaxt, xlim = xlim, ylim = ylims, ...) if (se.whiskers) { arrows(1:npred, (coefs - SEs)[,resp,size], 1:npred, (coefs + SEs)[,resp,size], length = 0.05, angle = 90, code = 3, col = 2) } } else { if (missing(ylim)) { if (se.whiskers) { ylims <- c(miny[resp,], maxy[resp,]) } else { ylims <- range(coefs[,resp,]) } } else { ylims <- ylim } matplot(xnum, coefs[,resp,], main = lmain, xlab = xlab, ylab = ylab, type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, xaxt = xaxt, xlim = xlim, ylim = ylims, ...) if (se.whiskers) { arrows(1:npred, (coefs - SEs)[,resp,], 1:npred, (coefs + SEs)[,resp,], length = 0.05, angle = 90, code = 3, col = 2) } if (!missing(legendpos)) { do.call("legend", c(list(legendpos, complabs, col = col), if(dolines) list(lty = lty, lwd = lwd), if(dopoints) list(pch = pch, pt.cex = cex, pt.lwd = lwd))) } } if (!missing(labels) && xaxt == "n") { if (isTRUE(pretty.xlabels)) { ticks <- axTicks(1) ticks <- ticks[ticks >= 1 & ticks <= length(labels)] } else { ticks <- 1:length(labels) } axis(1, ticks, labels[ticks], ...) } abline(h = 0, col = "gray") if (nPlots > 1 && (plotNo %% (nCols * nRows) == 0 || plotNo == nPlots)) { ## Last plot on a page; add outer margin text and title: mtext(mXlab, side = 1, outer = TRUE) mtext(mYlab, side = 2, outer = TRUE) if (!missing(main)) title(main, outer = TRUE) } } } } ### ### Validation plot (MSEP/RMSEP/R2) ### #' @name validationplot #' @title Validation Plots #' #' @description Functions to plot validation statistics, such as RMSEP or \eqn{R^2}, as a #' function of the number of components. #' #' @details \code{validationplot} calls the proper validation function (currently #' \code{\link{MSEP}}, \code{\link{RMSEP}} or \code{\link{R2}}) and plots the #' results with \code{plot.mvrVal}. \code{validationplot} can be called #' through the \code{mvr} plot method, by specifying \code{plottype = #' "validation"}. #' #' \code{plot.mvrVal} creates one plot for each response variable in the model, #' laid out in a rectangle. It uses \code{\link{matplot}} for performing the #' actual plotting. If \code{legendpos} is given, a legend is drawn at the #' given position. #' #' The argument \code{main} can be used to specify the main title of the plot. #' It is handled in a non-standard way. If there is only on (sub) plot, #' \code{main} will be used as the main title of the plot. If there is #' \emph{more} than one (sub) plot, however, the presence of \code{main} will #' produce a corresponding \sQuote{global} title on the page. Any graphical #' parametres, e.g., \code{cex.main}, supplied to \code{coefplot} will only #' affect the \sQuote{ordinary} plot titles, not the \sQuote{global} one. Its #' appearance can be changed by setting the parameters with \code{\link{par}}, #' which will affect \emph{both} titles. (To have different settings for the #' two titles, one can override the \code{par} settings with arguments to the #' plot function.) #' #' @aliases validationplot plot.mvrVal #' @param object an \code{mvr} object. #' @param val.type character. What type of validation statistic to plot. #' @param estimate character. Which estimates of the statistic to calculate. #' See \code{\link{RMSEP}}. #' @param newdata data frame. Optional new data used to calculate statistic. #' @param ncomp,comps integer vector. The model sizes to compute the statistic #' for. See \code{\link{RMSEP}}. #' @param intercept logical. Whether estimates for a model with zero #' components should be calculated as well. #' @param x an \code{mvrVal} object. Usually the result of a #' \code{\link{RMSEP}}, \code{\link{MSEP}} or \code{\link{R2}} call. #' @param nCols,nRows integers. The number of coloumns and rows the plots will #' be laid out in. If not specified, \code{plot.mvrVal} tries to be #' intelligent. #' @param type character. What type of plots to create. Defaults to #' \code{"l"} (lines). Alternative types include \code{"p"} (points) and #' \code{"b"} (both). See \code{\link{plot}} for a complete list of types. #' @param lty vector of line types (recycled as neccessary). Line types can be #' specified as integers or character strings (see \code{\link{par}} for the #' details). #' @param lwd vector of positive numbers (recycled as neccessary), giving the #' width of the lines. #' @param pch plot character. A character string or a vector of single #' characters or integers (recycled as neccessary). See \code{\link{points}} #' for all alternatives. #' @param cex numeric vector of character expansion sizes (recycled as #' neccessary) for the plotted symbols. #' @param col character or integer vector of colors for plotted lines and #' symbols (recycled as neccessary). See \code{\link{par}} for the details. #' @param legendpos Legend position. Optional. If present, a legend is drawn #' at the given position. The position can be specified symbolically (e.g., #' \code{legendpos = "topright"}). This requires >= 2.1.0. Alternatively, the #' position can be specified explicitly (\code{legendpos = t(c(x,y))}) or #' interactively (\code{legendpos = \link{locator}()}). This only works well #' for plots of single-response models. #' @param xlab,ylab titles for \eqn{x} and \eqn{y} axes. Typically character #' strings, but can be expressions (e.g., \code{expression(R^2)} or lists. See #' \code{\link{title}} for details. #' @param main optional main title for the plot. See Details. #' @param ask logical. Whether to ask the user before each page of a plot. #' @param \dots Further arguments sent to underlying plot functions. #' @note \code{\link{legend}} has many options. If you want greater control #' over the appearance of the legend, omit the \code{legendpos} argument and #' call \code{legend} manually. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{plot.mvr}}, \code{\link{RMSEP}}, #' \code{\link{MSEP}}, \code{\link{R2}}, \code{\link{matplot}}, #' \code{\link{legend}} #' @keywords regression multivariate hplot #' @examples #' #' data(oliveoil) #' mod <- plsr(sensory ~ chemical, data = oliveoil, validation = "LOO") #' \dontrun{ #' ## These three are equivalent: #' validationplot(mod, estimate = "all") #' plot(mod, "validation", estimate = "all") #' plot(RMSEP(mod, estimate = "all")) #' ## Plot R2: #' plot(mod, "validation", val.type = "R2") #' ## Plot R2, with a legend: #' plot(mod, "validation", val.type = "MSEP", legendpos = "top") # R >= 2.1.0 #' } #' #' @export validationplot <- function(object, val.type = c("RMSEP", "MSEP", "R2"), estimate, newdata, ncomp, comps, intercept, ...) { cl <- match.call(expand.dots = FALSE) cl[[1]] <- as.name(match.arg(val.type)) cl$val.type <- NULL x <- eval(cl, parent.frame()) plot(x, ...) } ## A plot method for mvrVal objects: #' @rdname validationplot #' @export plot.mvrVal <- function(x, nCols, nRows, type = "l", lty = 1:nEst, lwd = par("lwd"), pch = 1:nEst, cex = 1, col = 1:nEst, legendpos, xlab = "number of components", ylab = x$type, main, ask = nRows * nCols < nResp && dev.interactive(), ...) { if (!is.null(x$call$cumulative) && eval(x$call$cumulative) == FALSE) stop("`cumulative = FALSE' not supported.") ## Set plot parametres as needed: nResp <- dim(x$val)[2] # Number of response variables if (nResp > 1) { ## Show the *labs in the margin: mXlab <- xlab mYlab <- ylab xlab <- ylab <- "" if(missing(nCols)) nCols <- min(c(3, nResp)) if(missing(nRows)) nRows <- min(c(3, ceiling(nResp / nCols))) opar <- par(no.readonly = TRUE) on.exit(par(opar)) par(mfrow = c(nRows, nCols), oma = c(1, 1, if(missing(main)) 0 else 2, 0) + 0.1, mar = c(3,3,3,1) + 0.1) if (isTRUE(ask)) { oask <- devAskNewPage(TRUE) on.exit(devAskNewPage(oask)) } } else { nCols <- nRows <- 1 } ynames <- dimnames(x$val)[[2]] # Names of response variables estnames <- dimnames(x$val)[[1]] # Names of estimators nEst <- length(estnames) if (length(lty) > nEst) lty <- lty[1:nEst] # otherwise legend chokes if (length(type) != 1 || is.na(nchar(type, "c")) || nchar(type, "c") != 1) stop("Invalid plot type.") ## Are we plotting lines? dolines <- type %in% c("l", "b", "c", "o", "s", "S", "h") ## Are we plotting points? dopoints <- type %in% c("p", "b", "o") for (resp in 1:nResp) { if (nResp == 1 && !missing(main)) { lmain <- main } else { lmain <- ynames[resp] } y <- x$val[,resp,] if (is.matrix(y)) y <- t(y) if (isTRUE(all.equal(x$comps, min(x$comps):max(x$comps)))) { matplot(x$comps, y, xlab = xlab, ylab = ylab, main = lmain, type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, ...) } else { ## Handle irregular x$comps: matplot(y, xlab = xlab, ylab = ylab, main = lmain, xaxt = "n", type = type, lty = lty, lwd = lwd, pch = pch, cex = cex, col = col, ...) axis(1, seq(along = x$comps), x$comps) } if (!missing(legendpos)) { do.call("legend", c(list(legendpos, estnames, col = col), if (dolines) list(lty = lty, lwd = lwd), if (dopoints) list(pch = pch, pt.cex = cex, pt.lwd = lwd))) } if (nResp > 1 && (resp %% (nCols * nRows) == 0 || resp == nResp)) { ## Last plot on a page; add outer margin text and title: mtext(mXlab, side = 1, outer = TRUE) mtext(mYlab, side = 2, outer = TRUE) if (!missing(main)) title(main, outer = TRUE) } } } ### ### biplot ### #' @name biplot.mvr #' @title Biplots of PLSR and PCR Models. #' #' @description Biplot method for \code{mvr} objects. #' #' @details \code{biplot.mvr} can also be called through the \code{mvr} plot method by #' specifying \code{plottype = "biplot"}. #' #' @param x an \code{mvr} object. #' @param comps integer vector of length two. The components to plot. #' @param which character. Which matrices to plot. One of \code{"x"} (X #' scores and loadings), \code{"y"} (Y scores and loadings), \code{"scores"} (X #' and Y scores) and \code{"loadings"} (X and Y loadings). #' @param var.axes logical. If \code{TRUE}, the second set of points have #' arrows representing them. #' @param xlabs either a character vector of labels for the first set of #' points, or \code{FALSE} for no labels. If missing, the row names of the #' first matrix is used as labels. #' @param ylabs either a character vector of labels for the second set of #' points, or \code{FALSE} for no labels. If missing, the row names of the #' second matrix is used as labels. #' @param main character. Title of plot. If missing, a title is constructed #' by \code{biplot.mvr}. #' @param \dots Further arguments passed on to \code{biplot.default}. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{plot.mvr}}, #' \code{\link{biplot.default}} #' @keywords regression multivariate hplot #' @examples #' #' data(oliveoil) #' mod <- plsr(sensory ~ chemical, data = oliveoil) #' \dontrun{ #' ## These are equivalent #' biplot(mod) #' plot(mod, plottype = "biplot") #' #' ## The four combinations of x and y points: #' par(mfrow = c(2,2)) #' biplot(mod, which = "x") # Default #' biplot(mod, which = "y") #' biplot(mod, which = "scores") #' biplot(mod, which = "loadings") #' } #' #' @export biplot.mvr <- function(x, comps = 1:2, which = c("x", "y", "scores", "loadings"), var.axes = FALSE, xlabs, ylabs, main, ...) { if (length(comps) != 2) stop("Exactly 2 components must be selected.") which <- match.arg(which) switch(which, x = { objects <- x$scores vars <- x$loadings title <- "X scores and X loadings" }, y = { objects <- x$Yscores vars <- x$Yloadings title <- "Y scores and Y loadings" }, scores = { objects <- x$scores vars <- x$Yscores title <- "X scores and Y scores" }, loadings = { objects <- x$loadings vars <- x$Yloadings title <- "X loadings and Y loadings" } ) if (is.null(objects) || is.null(vars)) stop("'x' lacks the required scores/loadings.") ## Build a call to `biplot' mc <- match.call() mc$comps <- mc$which <- NULL mc$x <- objects[,comps, drop = FALSE] mc$y <- vars[,comps, drop = FALSE] if (missing(main)) mc$main <- title if (missing(var.axes)) mc$var.axes = FALSE if (!missing(xlabs) && isFALSE(xlabs)) mc$xlabs <- rep("o", nrow(objects)) if (!missing(ylabs) && isFALSE(ylabs)) mc$ylabs <- rep("o", nrow(vars)) mc[[1]] <- as.name("biplot") ## Evaluate the call: eval(mc, parent.frame()) } pls/R/data.R0000644000176200001440000000651514421462223012314 0ustar liggesusers #' Octane numbers and NIR spectra of gasoline #' #' A data set with NIR spectra and octane numbers of 60 gasoline samples. The #' NIR spectra were measured using diffuse reflectance as log(1/R) from 900 nm #' to 1700 nm in 2 nm intervals, giving 401 wavelengths. Many thanks to John #' H. Kalivas. #' #' #' @name gasoline #' @docType data #' @format A data frame with 60 observations on the following 2 variables. #' \describe{ \item{octane}{a numeric vector. The octane number.} #' \item{NIR}{a matrix with 401 columns. The NIR spectrum.} } #' @source Kalivas, John H. (1997) Two Data Sets of Near Infrared Spectra #' \emph{Chemometrics and Intelligent Laboratory Systems}, \bold{37}, 255--259. #' @keywords datasets NULL #' NIR measurements and oil types of mayonnaise #' #' Raw NIR measurements (351 wavelengths, 1100-2500 nm in steps of 4 nm) taken #' on 54 samples of mayonnaise based on six different oil types (soybean, #' sunflower, canola, olive, corn, and grapeseed). The resulting 54 samples #' were measured in triplicates, resulting in 54 x 3 = 162 different spectra #' (120/42 training/test). #' #' #' @name mayonnaise #' @docType data #' @format A data frame with 162 observations on the following 4 variables. #' \describe{ \item{NIR}{a matrix with 351 columns} #' \item{oil.type}{a numeric vector} \item{design}{a matrix #' with 5 columns} \item{train}{a logical vector} } #' @source Indahl U, Sahni NS, Kirkhus B, Næs T. Multivariate strategies for #' classification based on NIR-spectra-with application to mayonnaise. #' Chemometr. Intell. Lab. Sys. 1999; 49: 19-31. #' @keywords datasets NULL #' Sensory and physico-chemical data of olive oils #' #' A data set with scores on 6 attributes from a sensory panel and measurements #' of 5 physico-chemical quality parameters on 16 olive oil samples. The first #' five oils are Greek, the next five are Italian and the last six are Spanish. #' #' #' @name oliveoil #' @docType data #' @format A data frame with 16 observations on the following 2 variables. #' \describe{ \item{sensory}{a matrix with 6 columns. Scores for #' attributes \sQuote{yellow}, \sQuote{green}, \sQuote{brown}, \sQuote{glossy}, #' \sQuote{transp}, and \sQuote{syrup}.} \item{chemical}{a matrix with #' 5 columns. Measurements of acidity, peroxide, K232, K270, and DK.} } #' @source Massart, D. L., Vandeginste, B. G. M., Buydens, L. M. C., de Jong, #' S., Lewi, P. J., Smeyers-Verbeke, J. (1998) \emph{Handbook of Chemometrics #' and Qualimetrics: Part B}. Elsevier. Tables 35.1 and 35.4. #' @keywords datasets NULL #' NIR spectra and density measurements of PET yarns #' #' A training set consisting of 21 NIR spectra of PET yarns, measured at 268 #' wavelengths, and 21 corresponding densities. A test set of 7 samples is #' also provided. Many thanks to Erik Swierenga. #' #' #' @name yarn #' @docType data #' @format A data frame with components \describe{ \item{NIR}{Numeric matrix of #' NIR measurements} \item{density}{Numeric vector of densities} #' \item{train}{Logical vector with \code{TRUE} for the training samples and #' \code{FALSE} for the test samples} } #' @source Swierenga H., de Weijer A. P., van Wijk R. J., Buydens L. M. C. #' (1999) Strategy for constructing robust multivariate calibration models #' \emph{Chemometrics and Intelligent Laboratoryy Systems}, \bold{49}(1), #' 1--17. #' @keywords datasets NULL pls/R/ncomp.R0000644000176200001440000001614214421462223012514 0ustar liggesusersrandomiz.test <- function(residualsNew, residualsReference, nperm) { d <- residualsNew^2 - residualsReference^2 md <- mean(d) N <- length(d) signs <- round(matrix(runif(N * nperm), N, nperm)) * 2 - 1 dsigns <- d * signs mdsigns <- colMeans(dsigns) count <- sum(mdsigns >= md) ## equality will never occur, right? (count + .5) / (nperm + 1) } ## Starting from the minimum in the CV results do formal randomization ## tests for the models with fewer components or apply the one-sigma ## criterion. This is done on the validation data. At this moment only ## for univariate Y, and for the "CV" estimate. #' @title Suggestions for the optimal number of components in PCR and PLSR models #' #' @description Choosing the best number of components in PCR and PLSR models is difficult #' and usually done on the basis of visual inspection of the validation plots. #' In cases where large numbers of models are built this choice needs to be #' automated. This function implements two proposals, one based on #' randomization (permutation) testing, and an approach based on the standard #' error of the cross-validation residuals. #' #' @details In both approaches the results of cross-validation are used, so the model #' should have been calculated with some form of cross-validation. First, the #' absolute minimum in the CV curve is determined (considering only the first #' ncomp components), leading to the reference model. The randomization test #' approach (Van der Voet, 1994) checks whether the squared prediction errors #' of models with fewer components are significantly larger than in the #' reference model. This leads for each model considered to a \eqn{p} value; #' the smallest model not significantly worse than the reference model is #' returned as the selected one. #' #' The approach \code{"onesigma"} simply returns the first model where the #' optimal CV is within one standard error of the absolute optimum (Hastie, #' Tibshirani and Friedman, 2009). Note that here we simply use the standard #' deviation of the cross-validation residuals, in line with the procedure used #' to calculate the error measure itself. Some other packages implementing #' similar procedures (such as \code{glmnet}) calculate an error measure for #' each validation segment separately and use the average as the final #' estimate. In such cases the standard error across segments is the relevant #' measure of spread. For LOO, the two procedures are identical. In other forms #' of validation, small differences will occur. #' #' @param object an \code{mvr} object. The fitted model. It should contain a #' \code{validation} element. #' @param method character string, indicating the heuristic to use. #' @param nperm number of permutations in the \code{"randomization"} approach - #' not used in the \code{"onesigma"} approach. #' @param alpha cutoff for p values in the \code{"randomization"} approach - #' not used in the \code{"onesigma"} approach. #' @param ncomp maximum number of components to consider when determining the #' global minimum in the cross-validation curve. #' @param plot whether or not to show a cross-validation plot. The plot for the #' \code{"randomization"} approach shows models that do not differ #' significantly from the global RMSEP minimum with open circles; the #' \code{"onesigma"} approach shows the one-sigma bands around the RMSEP #' values. In both cases, the selection is indicated with a blue dashed line. #' @param \dots Further plotting arguments, e.g., to add a title to the plot, #' or to limit the plotting range. #' @return A number indicating the suggested number of components in the model. #' @author Ron Wehrens, Hilko van der Voet and Gerie van der Heijden #' @seealso \code{\link{mvr}}, \code{\link{summary.mvr}} #' @references Van der Voet, H. (1994) Comparing the predictive accuracy of #' models using a simple randomization test. Chemom. Intell. Lab. Syst. 25 (2), #' 313-323 #' #' Hastie, T., Friedman, J. and Tibshirani, R. The Elements of Statistical #' Learning: data mining, inference, and prediction, Springer (2013), 10th #' printing with corrections, paragraph 7.10. #' @keywords regression multivariate #' @examples #' #' data(yarn) #' yarn.pls <- plsr(density ~ NIR, data = yarn, scale = TRUE, #' ncomp = 20, validation = "LOO") #' selectNcomp(yarn.pls, "onesigma", plot = TRUE, ylim = c(0, 3)) #' selectNcomp(yarn.pls, "randomization", plot = TRUE) #' selectNcomp(yarn.pls, "randomization", plot = TRUE, #' ncomp = 10, ylim = c(0, 3)) #' #' @export selectNcomp <- function(object, method = c("randomization", "onesigma"), nperm = 999, alpha = 0.01, ncomp = object$ncomp, plot = FALSE, ...) { if (!isTRUE(object$validation$method == "CV")) stop("No cross-validation data available in model") ## check that Y is univariate if (dim(residuals(object))[2] > 1) stop("Only univariate response supported") rmseps <- c(RMSEP(object, "CV")$val) ## includes zero maxIdx <- ncomp + 1 absBest <- which.min(rmseps[seq_len(maxIdx)]) if (absBest > 0) { method <- match.arg(method) if (is.null(origResponse <- object$y)) origResponse <- c(predict(object, ncomp = 1) + residuals(object)[,1,1]) ## include LOO prediction with zero components (i.e., the ## mean). For the mean we should also use the LOO estimate... allresids <- cbind(origResponse - (sum(origResponse) - origResponse) / (length(origResponse) - 1), object$validation$pred[,1,] - origResponse) if (method == "randomization") { pvals <- sapply(seq_len(absBest - 1), function(ii) randomiz.test(allresids[,ii], allresids[,absBest], nperm = nperm)) idx <- which(pvals > alpha) selection <- min(c(idx, absBest)) - 1 } else { residsds <- apply(allresids, 2, sd) / sqrt(nrow(allresids)) uls <- rmseps - residsds selection <- min(which(uls < rmseps[absBest])) - 1 } if (isTRUE(plot)) { xvals <- seq_along(rmseps) - 1 plot(xvals, rmseps, ylab = "RMSEP", xlab = "Number of components", type = "b", ...) if (method == "onesigma") { arrows(xvals, uls, xvals, rmseps + residsds, code = 3, col = "gray", angle = 90, length = .1) } else { points(xvals[idx], rmseps[idx], cex = 2, col = 4) } abline(h = rmseps[absBest], col = "gray", lty = 3) abline(v = absBest - 1, col = "gray", lty = 3) abline(v = selection, col = "blue", lty = 2) legend("topright", legend = c("Abs. minimum", "Selection"), lty = 3:2, col = c("gray", "blue"), bg = "white") } selection } else { warning("Lowest CV error found at 0 components, no testing performed") 0 } } pls/R/widekernelpls.fit.R0000644000176200001440000002301314421462223015024 0ustar liggesusers### widekernelpls.fit.R: Kernel PLS fit algorithm for wide data. ### ### Implements an adapted version of the algorithm described in ### Rannar, S., Lindgren, F., Geladi, P. and Wold, S. (1994) A PLS ### Kernel Algorithm for Data Sets with Many Variables and Fewer ### Objects. Part 1: Theory and Algorithm. ### \emph{Journal of Chemometrics}, \bold{8}, 111--125. #' @title Wide Kernel PLS (Rännar et al.) #' #' @description Fits a PLSR model with the wide kernel algorithm. #' #' @details This function should not be called directly, but through the generic #' functions \code{plsr} or \code{mvr} with the argument #' \code{method="widekernelpls"}. The wide kernel PLS algorithm is efficient #' when the number of variables is (much) larger than the number of #' observations. For very wide \code{X}, for instance 12x18000, it can be #' twice as fast as \code{\link{kernelpls.fit}} and \code{\link{simpls.fit}}. #' For other matrices, however, it can be much slower. The results are equal #' to the results of the NIPALS algorithm. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param tol numeric. The tolerance used for determining convergence in the #' algorithm. #' @param maxit positive integer. The maximal number of iterations used in the #' internal Eigenvector calculation. #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{loading.weights}{a matrix of loading weights.} #' \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of #' Y-loadings.} \item{projection}{the projection matrix used to convert X to #' scores.} \item{Xmeans}{a vector of means of the X variables.} #' \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an #' array of fitted values. The dimensions of \code{fitted.values} are #' \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and #' \code{npred} the number of Y variables.} \item{residuals}{an array of #' regression residuals. It has the same dimensions as \code{fitted.values}.} #' \item{Xvar}{a vector with the amount of X-variance explained by each #' component.} \item{Xtotvar}{Total variance in \code{X}.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans} and \code{Ymeans} are returned. #' @note The current implementation has not undergone extensive testing yet, #' and should perhaps be regarded as experimental. Specifically, the internal #' Eigenvector calculation does not always converge in extreme cases where the #' Eigenvalue is close to zero. However, when it does converge, it always #' converges to the same results as \code{\link{kernelpls.fit}}, up to #' numerical inacurracies. #' #' The algorithm also has a bit of overhead, so when the number of observations #' is moderately high, \code{\link{kernelpls.fit}} can be faster even if the #' number of predictors is much higher. The relative speed of the algorithms #' can also depend greatly on which BLAS and/or LAPACK library is linked #' against. #' @author Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{cppls}} #' \code{\link{pcr}} \code{\link{kernelpls.fit}} \code{\link{simpls.fit}} #' \code{\link{oscorespls.fit}} #' @references Rännar, S., Lindgren, F., Geladi, P. and Wold, S. (1994) A PLS #' Kernel Algorithm for Data Sets with Many Variables and Fewer Objects. Part #' 1: Theory and Algorithm. \emph{Journal of Chemometrics}, \bold{8}, #' 111--125. #' @keywords regression multivariate #' @export widekernelpls.fit <- function(X, Y, ncomp, center = TRUE, stripped = FALSE, tol = .Machine$double.eps^0.5, maxit = 100, ...) { ## Initialise Y <- as.matrix(Y) if(!stripped) { ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Y) } ## Remove dimnames during calculation. dimnames(X) <- dimnames(Y) <- NULL nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Y)[2] TT <- U <- matrix(0, ncol = ncomp, nrow = nobj)# scores B <- array(0, c(npred, nresp, ncomp)) In <- diag(nobj) nits <- numeric(ncomp) # for debugging if (!stripped) { fitted <- array(0, dim = c(nobj, nresp, ncomp)) Xresvar <- numeric(ncomp) } ## Center variables: if (center) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) Ymeans <- colMeans(Y) Y <- Y - rep(Ymeans, each = nobj) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } XXt <- tcrossprod(X) YYt <- tcrossprod(Y) if (!stripped) Xtotvar <- sum(diag(XXt)) for (a in 1:ncomp) { XXtYYt <- XXt %*% YYt ## This avoids problems with negative eigenvalues due to roundoff ## errors in zero rank cases, and can potentionally give slightly ## faster and/or more accurate results: XXtYYt <- XXtYYt %*% XXtYYt ## Initial values: t.a.old <- Y[,1] nit <- 0 # for debugging repeat { nit <- nit + 1 # for debugging t.a <- XXtYYt %*% t.a.old t.a <- t.a / sqrt(c(crossprod(t.a))) if (sum(abs((t.a - t.a.old) / t.a), na.rm = TRUE) < tol) break else t.a.old <- t.a if (nit >= maxit) { # for debugging warning("No convergence in ", maxit, " iterations\n") break } } nits[a] <- nit # for debugging u.a <- YYt %*% t.a utmp <- u.a / c(crossprod(t.a, u.a)) wpw <- sqrt(c(crossprod(utmp, XXt) %*% utmp)) TT[,a] <- t.a * wpw U[,a] <- utmp * wpw G <- In - tcrossprod(t.a) XXt <- G %*% XXt %*% G YYt <- G %*% YYt %*% G if (!stripped) Xresvar[a] <- sum(diag(XXt)) } W <- crossprod(X, U) W <- W / rep(sqrt(colSums(W * W)), each = npred) TTtTinv <- TT %*% diag(1 / colSums(TT * TT), ncol = ncol(TT)) P <- crossprod(X, TTtTinv) Q <- crossprod(Y, TTtTinv) ## Calculate rotation matrix: if (ncomp == 1) { ## For 1 component, R == W: R <- W } else { PW <- crossprod(P, W) ## It is known that P^tW is right bi-diagonal (one response) or upper ## triangular (multiple responses), with all diagonal elements equal to 1. if (nresp == 1) { ## For single-response models, direct calculation of (P^tW)^-1 is ## simple, and faster than using backsolve. PWinv <- diag(ncomp) bidiag <- - PW[row(PW) == col(PW)-1] for (a in 1:(ncomp - 1)) PWinv[a,(a+1):ncomp] <- cumprod(bidiag[a:(ncomp-1)]) } else { PWinv <- backsolve(PW, diag(ncomp)) } R <- W %*% PWinv } ## Calculate regression coefficients: for (a in 1:ncomp) { B[,,a] <- tcrossprod(R[,1:a, drop=FALSE], Q[,1:a, drop=FALSE]) } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans) } else { ## Fitted values, residuals etc: for (a in 1:ncomp) fitted[,,a] <- tcrossprod(TT[,1:a, drop=FALSE], Q[,1:a, drop=FALSE]) residuals <- - fitted + c(Y) fitted <- fitted + rep(Ymeans, each = nobj) # Add mean Xvar <- diff(-c(Xtotvar, Xresvar)) ## Add dimnames: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- dimnames(U) <- list(objnames, compnames) dimnames(R) <- dimnames(W) <- dimnames(P) <- list(prednames, compnames) dimnames(Q) <- list(respnames, compnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) names(Xvar) <- compnames class(TT) <- class(U) <- "scores" class(P) <- class(W) <- class(Q) <- "loadings" list(coefficients = B, scores = TT, loadings = P, loading.weights = W, Yscores = U, Yloadings = Q, projection = R, Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = Xvar, Xtotvar = Xtotvar, nits = nits) # for debugging } } pls/R/mvr_wrappers.R0000644000176200001440000000245014421462223014124 0ustar liggesusers### mvr_wrappers.R: plsr, pls and pcr wrappers for mvr #' @rdname mvr #' @export plsr <- function(..., method = pls.options()$plsralg) { cl <- match.call() cl$method <- match.arg(method, c("kernelpls", "widekernelpls", "simpls", "oscorespls", "model.frame")) cl[[1]] <- quote(pls::mvr) res <- eval(cl, parent.frame()) ## Fix call component if (cl$method != "model.frame") res$call[[1]] <- as.name("plsr") if (missing(method)) res$call$method <- NULL res } #' @rdname mvr #' @export pcr <- function(..., method = pls.options()$pcralg) { cl <- match.call() cl$method <- match.arg(method, c("svdpc", "model.frame")) cl[[1]] <- quote(pls::mvr) res <- eval(cl, parent.frame()) ## Fix call component if (cl$method != "model.frame") res$call[[1]] <- as.name("pcr") if (missing(method)) res$call$method <- NULL res } #' @rdname mvr #' @export cppls <- function(..., Y.add, weights, method = pls.options()$cpplsalg) { cl <- match.call() cl$method <- match.arg(method, c("cppls", "model.frame")) cl[[1]] <- quote(pls::mvr) res <- eval(cl, parent.frame()) ## Fix call component if (cl$method != "model.frame") res$call[[1]] <- as.name("cppls") if (missing(method)) res$call$method <- NULL res } pls/R/oscorespls.fit.R0000644000176200001440000002113214421462223014350 0ustar liggesusers### oscorespls.fit.R: The multiresponse orthogonal scores algorithm ### ### Implements an adapted version of the `orthogonal scores' algorithm as ### described in Martens and Naes, pp. 121--122 and 157--158. #' @title Orthogonal scores PLSR #' #' @description Fits a PLSR model with the orthogonal scores algorithm (aka the NIPALS #' algorithm). #' #' @details This function should not be called directly, but through the generic #' functions \code{plsr} or \code{mvr} with the argument #' \code{method="oscorespls"}. It implements the orthogonal scores algorithm, #' as described in \cite{Martens and Næs (1989)}. This is one of the two #' \dQuote{classical} PLSR algorithms, the other being the orthogonal loadings #' algorithm. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param tol numeric. The tolerance used for determining convergence in #' multi-response models. #' @param maxit positive integer. The maximal number of iterations used in the #' internal Eigenvector calculation. #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{loading.weights}{a matrix of loading weights.} #' \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of #' Y-loadings.} \item{projection}{the projection matrix used to convert X to #' scores.} \item{Xmeans}{a vector of means of the X variables.} #' \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an #' array of fitted values. The dimensions of \code{fitted.values} are #' \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and #' \code{npred} the number of Y variables.} \item{residuals}{an array of #' regression residuals. It has the same dimensions as \code{fitted.values}.} #' \item{Xvar}{a vector with the amount of X-variance explained by each #' component.} \item{Xtotvar}{Total variance in \code{X}.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans} and \code{Ymeans} are returned. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} #' \code{\link{kernelpls.fit}} \code{\link{widekernelpls.fit}} #' \code{\link{simpls.fit}} #' @references Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} #' Chichester: Wiley. #' @keywords regression multivariate #' @export oscorespls.fit <- function(X, Y, ncomp, center = TRUE, stripped = FALSE, tol = .Machine$double.eps^0.5, maxit = 100, ...) { ## Initialise Y <- as.matrix(Y) if (!stripped) { ## Save dimnames dnX <- dimnames(X) dnY <- dimnames(Y) } ## Remove dimnames for performance (doesn't seem to matter; in fact, ## as far as it has any effect, it hurts a tiny bit in most situations. dimnames(X) <- dimnames(Y) <- NULL nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Y)[2] W <- P <- matrix(0, nrow = npred, ncol = ncomp) tQ <- matrix(0, nrow = ncomp, ncol = nresp) # Y loadings; transposed B <- array(0, dim = c(npred, nresp, ncomp)) if (!stripped) { TT <- U <- matrix(0, nrow = nobj, ncol = ncomp) tsqs <- numeric(ncomp) # t't fitted <- residuals <- array(0, dim = c(nobj, nresp, ncomp)) } ## C1 if (center) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) Ymeans <- colMeans(Y) Y <- Y - rep(Ymeans, each = nobj) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } ## Must be done here due to the deflation of X if (!stripped) Xtotvar <- sum(X * X) for (a in 1:ncomp) { ## Initial values: if (nresp == 1) { # pls1 u.a <- Y # FIXME: scale? } else { # pls2 ## The coloumn of Y with largest sum of squares: u.a <- Y[,which.max(colSums(Y * Y))] t.a.old <- 0 } nit <- 0 repeat { nit <- nit + 1 # count the iterations ## C2.1 w.a <- crossprod(X, u.a) w.a <- w.a / sqrt(c(crossprod(w.a))) ## C2.2 t.a <- X %*% w.a ## C2.3 tsq <- c(crossprod(t.a)) t.tt <- t.a / tsq ## C2.4 q.a <- crossprod(Y, t.tt) if (nresp == 1) break # pls1: no iteration ## C2.4b-c ## Convergence check for pls2: if (sum(abs((t.a - t.a.old) / t.a), na.rm = TRUE) < tol) break else { u.a <- Y %*% q.a / c(crossprod(q.a)) t.a.old <- t.a # Save for comparison } if (nit >= maxit) { warning("No convergence in ", maxit, " iterations\n") break } } ## C2.3 contd. p.a <- crossprod(X, t.tt) ## C2.5 X <- X - t.a %*% t(p.a) Y <- Y - t.a %*% t(q.a) ## Save scores etc: W[,a] <- w.a P[,a] <- p.a tQ[a,] <- q.a if (!stripped) { TT[,a] <- t.a U[,a] <- u.a tsqs[a] <- tsq ## (For very tall, slim X and Y, X0 %*% B[,,a] is slightly faster, ## due to less overhead.) fitted[,,a] <- TT[,1:a] %*% tQ[1:a,, drop=FALSE] residuals[,,a] <- Y } } ## Calculate rotation matrix: if (ncomp == 1) { ## For 1 component, R == W: R <- W } else { PW <- crossprod(P, W) ## It is known that P^tW is right bi-diagonal (one response) or upper ## triangular (multiple responses), with all diagonal elements equal to 1. if (nresp == 1) { ## For single-response models, direct calculation of (P^tW)^-1 is ## simple, and faster than using backsolve. PWinv <- diag(ncomp) bidiag <- - PW[row(PW) == col(PW)-1] for (a in 1:(ncomp - 1)) PWinv[a,(a+1):ncomp] <- cumprod(bidiag[a:(ncomp-1)]) } else { PWinv <- backsolve(PW, diag(ncomp)) } R <- W %*% PWinv } ## Calculate regression coefficients: for (a in 1:ncomp) { B[,,a] <- R[,1:a, drop=FALSE] %*% tQ[1:a,, drop=FALSE] } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans) } else { fitted <- fitted + rep(Ymeans, each = nobj) # Add mean ## Add dimnames and classes: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- dimnames(U) <- list(objnames, compnames) dimnames(R) <- dimnames(W) <- dimnames(P) <- list(prednames, compnames) dimnames(tQ) <- list(compnames, respnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) class(TT) <- class(U) <- "scores" class(P) <- class(W) <- class(tQ) <- "loadings" list(coefficients = B, scores = TT, loadings = P, loading.weights = W, Yscores = U, Yloadings = t(tQ), projection = R, Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = colSums(P * P) * tsqs, Xtotvar = Xtotvar) } } pls/R/extract.R0000644000176200001440000003762514421462223013063 0ustar liggesusers### extract.R: Extraction functions ## coef.mvr: Extract the base variable regression coefficients from ## an mvr object. #' @name coef.mvr #' @title Extract Information From a Fitted PLSR or PCR Model #' #' @description Functions to extract information from \code{mvr} objects: Regression #' coefficients, fitted values, residuals, the model frame, the model matrix, #' names of the variables and components, and the \eqn{X} variance explained by #' the components. #' #' @details These functions are mostly used inside other functions. (Functions #' \code{coef.mvr}, \code{fitted.mvr} and \code{residuals.mvr} are usually #' called through their generic functions \code{\link{coef}}, #' \code{\link{fitted}} and \code{\link{residuals}}, respectively.) #' #' \code{coef.mvr} is used to extract the regression coefficients of a model, #' i.e. the \eqn{B} in \eqn{y = XB} (for the \eqn{Q} in \eqn{y = TQ} where #' \eqn{T} is the scores, see \code{\link{Yloadings}}). An array of dimension #' \code{c(nxvar, nyvar, length(ncomp))} or \code{c(nxvar, nyvar, #' length(comps))} is returned. #' #' If \code{comps} is missing (or is \code{NULL}), \code{coef()[,,ncomp[i]]} #' are the coefficients for models with \code{ncomp[i]} components, for \eqn{i #' = 1, \ldots, length(ncomp)}. Also, if \code{intercept = TRUE}, the first #' dimension is \eqn{nxvar + 1}, with the intercept coefficients as the first #' row. #' #' If \code{comps} is given, however, \code{coef()[,,comps[i]]} are the #' coefficients for a model with only the component \code{comps[i]}, i.e. the #' contribution of the component \code{comps[i]} on the regression #' coefficients. #' #' \code{fitted.mvr} and \code{residuals.mvr} return the fitted values and #' residuals, respectively. If the model was fitted with \code{na.action = #' na.exclude} (or after setting the default \code{na.action} to #' \code{"na.exclude"} with \code{\link{options}}), the fitted values (or #' residuals) corresponding to excluded observations are returned as \code{NA}; #' otherwise, they are omitted. #' #' \code{model.frame.mvr} returns the model frame; i.e. a data frame with all #' variables neccessary to generate the model matrix. See #' \code{\link[stats]{model.frame}} for details. #' #' \code{model.matrix.mvr} returns the (possibly coded) matrix used as \eqn{X} #' in the fitting. See \code{\link[stats]{model.matrix}} for details. #' #' \code{prednames}, \code{respnames} and \code{compnames} extract the names of #' the \eqn{X} variables, responses and components, respectively. With #' \code{intercept = TRUE} in \code{prednames}, the name of the intercept #' variable (i.e. \code{"(Intercept)"}) is returned as well. \code{compnames} #' can also extract component names from score and loading matrices. If #' \code{explvar = TRUE} in \code{compnames}, the explained variance for each #' component (if available) is appended to the component names. For optimal #' formatting of the explained variances when not all components are to be #' used, one should specify the desired components with the argument #' \code{comps}. #' #' \code{explvar} extracts the amount of \eqn{X} variance (in per cent) #' explained by each component in the model. It can also handle score and #' loading matrices returned by \code{\link{scores}} and #' \code{\link{loadings}}. #' #' @aliases coef.mvr fitted.mvr residuals.mvr model.frame.mvr model.matrix.mvr #' prednames respnames compnames explvar #' @param object,formula an \code{mvr} object. The fitted model. #' @param ncomp,comps vector of positive integers. The components to include #' in the coefficients or to extract the names of. See below. #' @param intercept logical. Whether coefficients for the intercept should be #' included. Ignored if \code{comps} is specified. Defaults to \code{FALSE}. #' @param explvar logical. Whether the explained \eqn{X} variance should be #' appended to the component names. #' @param \dots other arguments sent to underlying functions. Currently only #' used for \code{model.frame.mvr} and \code{model.matrix.mvr}. #' @return \code{coef.mvr} returns an array of regression coefficients. #' #' \code{fitted.mvr} returns an array with fitted values. #' #' \code{residuals.mvr} returns an array with residuals. #' #' \code{model.frame.mvr} returns a data frame. #' #' \code{model.matrix.mvr} returns the \eqn{X} matrix. #' #' \code{prednames}, \code{respnames} and \code{compnames} return a character #' vector with the corresponding names. #' #' \code{explvar} returns a numeric vector with the explained variances, or #' \code{NULL} if not available. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{coef}}, \code{\link{fitted}}, #' \code{\link{residuals}}, \code{\link{model.frame}}, #' \code{\link{model.matrix}}, \code{\link{na.omit}} #' @keywords regression multivariate #' @examples #' #' data(yarn) #' mod <- pcr(density ~ NIR, data = yarn[yarn$train,], ncomp = 5) #' B <- coef(mod, ncomp = 3, intercept = TRUE) #' ## A manual predict method: #' stopifnot(drop(B[1,,] + yarn$NIR[!yarn$train,] %*% B[-1,,]) == #' drop(predict(mod, ncomp = 3, newdata = yarn[!yarn$train,]))) #' #' ## Note the difference in formatting: #' mod2 <- pcr(density ~ NIR, data = yarn[yarn$train,]) #' compnames(mod2, explvar = TRUE)[1:3] #' compnames(mod2, comps = 1:3, explvar = TRUE) #' #' @export coef.mvr <- function(object, ncomp = object$ncomp, comps, intercept = FALSE, ...) { if (missing(comps) || is.null(comps)) { ## Cumulative coefficients: B <- object$coefficients[,,ncomp, drop=FALSE] if (isTRUE(intercept)) { # Intercept only has meaning for # cumulative coefficients dB <- dim(B) dB[1] <- dB[1] + 1 dnB <- dimnames(B) dnB[[1]] <- c("(Intercept)", dnB[[1]]) BInt <- array(dim = dB, dimnames = dnB) BInt[-1,,] <- B for (i in seq(along = ncomp)) BInt[1,,i] <- object$Ymeans - object$Xmeans %*% B[,,i] B <- BInt } } else { ## Individual coefficients: B <- object$coefficients[,,comps, drop=FALSE] g1 <- which(comps > 1) ## Indiv. coef. must be calculated since object$coefficients is ## cumulative coefs. B[,,g1] <- B[,,g1, drop=FALSE] - object$coefficients[,,comps[g1] - 1, drop=FALSE] dimnames(B)[[3]] <- paste("Comp", comps) } return(B) } ## fitted.mvr: Extract the fitted values. It is needed because the case ## na.action == "na.exclude" must be treated differently from what is done ## in fitted.default. #' @rdname coef.mvr #' @export fitted.mvr <- function(object, ...) { if (inherits(object$na.action, "exclude")) { naExcludeMvr(object$na.action, object$fitted.values) } else { object$fitted.values } } ## residuals.mvr: Extract the residuals. It is needed because the case ## na.action == "na.exclude" must be treated differently from what is done ## in residuals.default. #' @rdname coef.mvr #' @export residuals.mvr <- function(object, ...) { if (inherits(object$na.action, "exclude")) { naExcludeMvr(object$na.action, object$residuals) } else { object$residuals } } ## naExcludeMvr: Perform the equivalent of naresid.exclude and ## napredict.exclude on three-dimensional arrays where the first dimension ## corresponds to the observations. ## Almost everything here is lifted verbatim from naresid.exclude (R 2.2.0) #' @title Adjust for Missing Values #' #' @description Use missing value information to adjust residuals and predictions. This is #' the \sQuote{mvr equivalent} of the \code{naresid.exclude} and #' \code{napredict.exclude} functions. #' #' @details This is a utility function used to allow \code{predict.mvr} and #' \code{residuals.mvr} to compensate for the removal of \code{NA}s in the #' fitting process. #' #' It is called only when the \code{na.action} is \code{na.exclude}, and pads #' \code{x} with \code{NA}s in the correct positions to have the same number of #' rows as the original data frame. #' #' @param omit an object produced by an \code{na.action} function, typically #' the \code{"na.action"} attribute of the result of \code{na.omit} or #' \code{na.exclude}. #' @param x a three-dimensional array to be adjusted based upon the missing #' value information in \code{omit}. #' @param \dots further arguments. Currently not used. #' @return \code{x}, padded with \code{NA}s along the first dimension #' (\sQuote{rows}). #' @author Bjørn-Helge Mevik and Ron Wehrens #' @seealso \code{\link{predict.mvr}}, \code{\link{residuals.mvr}}, #' \code{\link{napredict}}, \code{\link{naresid}} #' @keywords regression multivariate internal naExcludeMvr <- function(omit, x, ...) { if (length(omit) == 0 || !is.numeric(omit)) stop("invalid argument 'omit'") if (length(x) == 0) return(x) n <- nrow(x) keep <- rep.int(NA, n + length(omit)) keep[-omit] <- 1:n x <- x[keep,,, drop = FALSE] # This is where the real difference is! temp <- rownames(x) if (length(temp)) { temp[omit] <- names(omit) rownames(x) <- temp } return(x) } ## loadings is in stats, but doesn't work for prcomp objects, and is not ## generic, so we build our own: #' @name scores #' @title Extract Scores and Loadings from PLSR and PCR Models #' #' @description These functions extract score and loading matrices from fitted \code{mvr} #' models. #' #' @details All functions extract the indicated matrix from the fitted model, and will #' work with any object having a suitably named component. #' #' The default \code{scores} and \code{loadings} methods also handle #' \code{prcomp} objects (their scores and loadings components are called #' \code{x} and \code{rotation}, resp.), and add an attribute \code{"explvar"} #' with the variance explained by each component, if this is available. (See #' \code{\link{explvar}} for details.) #' #' @aliases scores scores.default loadings loadings.default loading.weights #' Yscores Yloadings #' @param object a fitted model to extract from. #' @param \dots extra arguments, currently not used. #' @return A matrix with scores or loadings. #' @note There is a \code{loadings} function in package \pkg{stats}. It simply #' returns any element named \code{"loadings"}. See #' \code{\link[stats]{loadings}} for details. The function can be accessed as #' \code{stats::loadings(...)}. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{coef.mvr}} #' @keywords regression multivariate #' @examples #' #' data(yarn) #' plsmod <- plsr(density ~ NIR, 6, data = yarn) #' scores(plsmod) #' loadings(plsmod)[,1:4] #' #' @export loadings <- function(object, ...) UseMethod("loadings") #' @rdname scores #' @export loadings.default <- function(object, ...) { L <- if (inherits(object, "prcomp")) object$rotation else object$loadings if (!(inherits(L, "loadings") || inherits(L, "list"))) class(L) <- "loadings" attr(L, "explvar") <- explvar(object) L } ## scores: Return the scores (also works for prcomp/princomp objects): #' @rdname scores #' @export scores <- function(object, ...) UseMethod("scores") #' @rdname scores #' @export scores.default <- function(object, ...) { S <- if (inherits(object, "prcomp")) object$x else object$scores if (!(inherits(S, "scores") || inherits(S, "list"))) class(S) <- "scores" attr(S, "explvar") <- explvar(object) S } ## Yscores: Return the Yscores #' @rdname scores #' @export Yscores <- function(object) object$Yscores ## loading.weights: Return the loading weights: #' @rdname scores #' @export loading.weights <- function(object) object$loading.weights ## Yloadings: Return the Yloadings #' @rdname scores #' @export Yloadings <- function(object) object$Yloadings ## model.frame.mvr: Extract or generate the model frame from a `mvr' object. ## It is simply a slightly modified `model.frame.lm'. #' @rdname coef.mvr #' @export model.frame.mvr <- function(formula, ...) { dots <- list(...) nargs <- dots[match(c("data", "na.action", "subset"), names(dots), 0)] if (length(nargs) || is.null(formula$model)) { fcall <- formula$call fcall$method <- "model.frame" fcall[[1]] <- as.name("mvr") fcall[names(nargs)] <- nargs env <- environment(formula$terms) if (is.null(env)) env <- parent.frame() eval(fcall, env, parent.frame()) } else formula$model } ## model.matrix.mvr: Extract the model matrix from an `mvr' object. ## It is a modified version of model.matrix.lm. #' @rdname coef.mvr #' @export model.matrix.mvr <- function(object, ...) { if (n_match <- match("x", names(object), 0)) object[[n_match]] else { data <- model.frame(object, ...) mm <- NextMethod("model.matrix", data = data) mm <- delete.intercept(mm) # Deletes any intercept coloumn ## model.matrix.default prepends the term name to the colnames of ## matrices. If there is only one predictor term, and the ## corresponding matrix has colnames, remove the prepended term name: mt <- terms(object) if (length(attr(mt, "term.labels")) == 1 && !is.null(colnames(data[[attr(mt, "term.labels")]]))) colnames(mm) <- sub(attr(mt, "term.labels"), "", colnames(mm)) return(mm) } } ## delete.intercept: utilitiy function that deletes the response coloumn from ## a model matrix, and adjusts the "assign" attribute: #' @title Delete intercept from model matrix #' #' @description A utility function to delete any intercept column from a model matrix, and #' adjust the \code{"assign"} attribute correspondingly. It is used by formula #' handling functions like \code{mvr} and \code{model.matrix.mvr}. #' #' #' @param mm Model matrix. #' @return A model matrix without intercept column. #' @author Bjørn-Helge Mevik and Ron Wehrens #' @seealso \code{\link{mvr}}, \code{\link{model.matrix.mvr}} #' @keywords internal delete.intercept <- function(mm) { ## Save the attributes prior to removing the intercept coloumn: saveattr <- attributes(mm) ## Find the intercept coloumn: intercept <- which(saveattr$assign == 0) ## Return if there was no intercept coloumn: if (!length(intercept)) return(mm) ## Remove the intercept coloumn: mm <- mm[,-intercept, drop=FALSE] ## Update the attributes with the new dimensions: saveattr$dim <- dim(mm) saveattr$dimnames <- dimnames(mm) ## Remove the assignment of the intercept from the attributes: saveattr$assign <- saveattr$assign[-intercept] ## Restore the (modified) attributes: attributes(mm) <- saveattr ## Return the model matrix: mm } ## The following "extraction" functions are mostly used in plot and summary ## functions. ## The names of the response variables: #' @rdname coef.mvr #' @export respnames <- function(object) dimnames(fitted(object))[[2]] ## The names of the prediction variables: #' @rdname coef.mvr #' @export prednames <- function(object, intercept = FALSE) { if (isTRUE(intercept)) c("(Intercept)", rownames(object$loadings)) else rownames(object$loadings) } ## The names of the components: ## Note: The components must be selected prior to the format statement #' @rdname coef.mvr #' @export compnames <- function(object, comps, explvar = FALSE, ...) { M <- if (is.matrix(object)) object else scores(object) labs <- colnames(M) if (missing(comps)) comps <- seq(along = labs) else labs <- labs[comps] if (isTRUE(explvar) && !is.null(evar <- explvar(M)[comps])) labs <- paste(labs, " (", format(evar, digits = 2, trim = TRUE), " %)", sep = "") return(labs) } ## The explained X variance: #' @rdname coef.mvr #' @export explvar <- function(object) switch(class(object)[1], mvr = 100 * object$Xvar / object$Xtotvar, princomp =, prcomp = 100 * object$sdev^2 / sum(object$sdev^2), scores =, loadings = attr(object, "explvar") ) pls/R/predict.mvr.R0000644000176200001440000001403414421462223013633 0ustar liggesusers### predict.mvr.R: A predict method #' @title Predict Method for PLSR and PCR #' #' @description Prediction for mvr (PCR, PLSR) models. New responses or scores are #' predicted using a fitted model and a new matrix of observations. #' #' @details When \code{type} is \code{"response"} (default), predicted response values #' are returned. If \code{comps} is missing (or is \code{NULL}), predictions #' for \code{length(ncomp)} models with \code{ncomp[1]} components, #' \code{ncomp[2]} components, etc., are returned. Otherwise, predictions for #' a single model with the exact components in \code{comps} are returned. #' (Note that in both cases, the intercept is always included in the #' predictions. It can be removed by subtracting the \code{Ymeans} component #' of the fitted model.) #' #' When \code{type} is \code{"scores"}, predicted score values are returned for #' the components given in \code{comps}. If \code{comps} is missing or #' \code{NULL}, \code{ncomps} is used instead. #' #' It is also possible to supply a matrix instead of a data frame as #' \code{newdata}, which is then assumed to be the \eqn{X} data matrix. Note #' that the usual checks for the type of the data are then omitted. Also note #' that this is \emph{only} possible with \code{predict}; it will not work in #' functions like \code{\link{predplot}}, \code{\link{RMSEP}} or #' \code{\link{R2}}, because they also need the response variable of the new #' data. #' #' @param object an \code{mvr} object. The fitted model #' @param newdata a data frame. The new data. If missing, the training data #' is used. #' @param ncomp,comps vector of positive integers. The components to use in #' the prediction. See below. #' @param type character. Whether to predict scores or response values #' @param na.action function determining what should be done with missing #' values in \code{newdata}. The default is to predict \code{NA}. See #' \code{\link{na.omit}} for alternatives. #' @param \dots further arguments. Currently not used #' @return When \code{type} is \code{"response"}, a three dimensional array of #' predicted response values is returned. The dimensions correspond to the #' observations, the response variables and the model sizes, respectively. #' #' When \code{type} is \code{"scores"}, a score matrix is returned. #' @note A warning message like \samp{'newdata' had 10 rows but variable(s) #' found have 106 rows} means that not all variables were found in the #' \code{newdata} data frame. This (usually) happens if the formula contains #' terms like \code{yarn$NIR}. Do not use such terms; use the \code{data} #' argument instead. See \code{\link{mvr}} for details. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}}, \code{\link{summary.mvr}}, #' \code{\link{coef.mvr}}, \code{\link{plot.mvr}} #' @keywords regression multivariate #' @examples #' #' data(yarn) #' nir.mvr <- mvr(density ~ NIR, ncomp = 5, data = yarn[yarn$train,]) #' #' ## Predicted responses for models with 1, 2, 3 and 4 components #' pred.resp <- predict(nir.mvr, ncomp = 1:4, newdata = yarn[!yarn$train,]) #' #' ## Predicted responses for a single model with components 1, 2, 3, 4 #' predict(nir.mvr, comps = 1:4, newdata = yarn[!yarn$train,]) #' #' ## Predicted scores #' predict(nir.mvr, comps = 1:3, type = "scores", newdata = yarn[!yarn$train,]) #' #' @export predict.mvr <- function(object, newdata, ncomp = 1:object$ncomp, comps, type = c("response", "scores"), na.action = na.pass, ...) { if (missing(newdata) || is.null(newdata)) newX <- model.matrix(object) else if (is.matrix(newdata)) { ## For matrices, simply check dimension: if (ncol(newdata) != length(object$Xmeans)) stop("'newdata' does not have the correct number of columns") newX <- newdata } else { Terms <- delete.response(terms(object)) m <- model.frame(Terms, newdata, na.action = na.action) if (!is.null(cl <- attr(Terms, "dataClasses"))) .checkMFClasses(cl, m) newX <- delete.intercept(model.matrix(Terms, m)) } nobs <- dim(newX)[1] ## Perform any scaling: if (!is.null(object$scale)) newX <- newX / rep(object$scale, each = nobs) type <- match.arg(type) if (type == "response") { if (missing(comps) || is.null(comps)) { ## Predict with models containing ncomp[1] components, ## ncomp[2] components, etc. if (missing(newdata)) return(fitted(object)[,,ncomp, drop=FALSE]) B <- coef(object, ncomp = ncomp, intercept = TRUE) dPred <- dim(B) dPred[1] <- dim(newX)[1] dnPred <- dimnames(B) dnPred[1] <- if(is.null(dimnames(newX))) list(NULL) else dimnames(newX)[1] pred <- array(dim = dPred, dimnames = dnPred) for (i in seq(along = ncomp)) pred[,,i] <- newX %*% B[-1,,i] + rep(B[1,,i], each = nobs) return(pred) } else { ## Predict with a model containing the components `comps' B <- rowSums(coef(object, comps = comps), dims = 2) B0 <- object$Ymeans - object$Xmeans %*% B pred <- newX %*% B + rep(B0, each = nobs) if (missing(newdata) && !is.null(object$na.action)) pred <- napredict(object$na.action, pred) return(pred) } } else { ## Return predicted scores (for scores, `cumulative' has no meaning) ## When predicting scores, we allow ncomp as an alias for comps: if (missing(comps) || is.null(comps)) comps <- ncomp if (missing(newdata)) { TT <- object$scores[,comps] if (!is.null(object$na.action)) TT <- napredict(object$na.action, TT) } else { if (is.null(object$projection)) stop("`object' has no `projection' component. Maybe it was fitted with `stripped = TRUE'.") TT <- (newX - rep(object$Xmeans, each = nobs)) %*% object$projection[,comps] } return(TT) } } pls/R/pls.options.R0000644000176200001440000001231414421462223013665 0ustar liggesusers### pls.options.R: Package specific options mechanism. ### ### Implements a slightly modified version of the sm.options() as found in ### sm 2.1-0. The difference is that the option list is stored in an ### environment '.pls.data'. ## The list of initial options: .pls.data <- new.env(parent = emptyenv()) .pls.data$options <- list(mvralg = "kernelpls", plsralg = "kernelpls", cpplsalg = "cppls", pcralg = "svdpc", parallel = NULL, w.tol = .Machine$double.eps, X.tol = 10^-12) #' @title Set or return options for the pls package #' #' @description A function to set options for the \pkg{pls} package, or to return the #' current options. #' #' @details If called with no arguments, or with an empty list as the single argument, #' \code{pls.options} returns the current options. #' #' If called with a character vector as the single argument, a list with the #' arguments named in the vector are returned. #' #' If called with a non-empty list as the single argument, the list elements #' should be named, and are treated as named arguments to the function. #' #' Otherwise, \code{pls.options} should be called with one or more named #' arguments \var{name = value}. For each argument, the option named #' \var{name} will be given the value \var{value}. #' #' The recognised options are: \describe{ \item{mvralg}{The fit method to use #' in \code{\link{mvr}} and \code{\link{mvrCv}}. The value should be one of #' the allowed methods. Defaults to \code{"kernelpls"}. Can be overridden #' with the argument \code{method} in \code{mvr} and \code{mvrCv}.} #' \item{pcralg}{The fit method to use in \code{\link{pcr}}. The value should #' be one of the allowed methods. Defaults to \code{"svdpc"}. Can be #' overridden with the argument \code{method} in \code{pcr}.} #' \item{plsralg}{The fit method to use in \code{\link{plsr}}. The value #' should be one of the allowed methods. Defaults to \code{"kernelpls"}. Can #' be overridden with the argument \code{method} in \code{plsr}.} #' \item{cpplsalg}{The fit method to use in \code{\link{cppls}}. The value #' should be one of the allowed methods. Defaults to \code{"cppls"}. Can be #' overridden with the argument \code{method} in \code{cppls}.} #' \item{parallel}{Specification of how the cross-validation (CV) in #' \code{\link{mvr}} should be performed. If the specification is \code{NULL} #' (default) or \code{1}, the CV is done serially, otherwise it is done in #' parallel using functionality from the \code{\link{parallel}} package. #' #' If it is an integer greater than 1, the CV is done in parallel with the #' specified number of processes, using \code{\link{mclapply}}. #' #' If it is a cluster object created by \code{\link{makeCluster}}, the CV is #' done in parallel on that cluster, using \code{\link{parLapply}}. The user #' should stop the cluster herself when it is no longer needed, using #' \code{\link{stopCluster}}. #' #' Finally, if the specification is an unevaluated call to #' \code{\link{makeCluster}}, the call is evaluated, and the CV is done in #' parallel on the resulting cluster, using \code{\link{parLapply}}. In this #' case, the cluster will be stopped (with \code{\link{stopCluster}}) after the #' CV. Thus, in the final case, the cluster is created and destroyed for each #' CV, just like when using \code{\link{mclapply}}.} \item{w.tol}{The tolerance #' used for removing values close to 0 in the vectors of loading weights in #' \code{\link{cppls}}. Defaults to .Machine$double.eps.} \item{X.tol}{The #' tolerance used for removing predictor variables with L1 norms close to 0 in #' \code{\link{cppls}}. Defaults to 10^-12.} } #' #' @param \dots a single list, a single character vector, or any number of #' named arguments (\var{name = value}). #' @return A list with the (possibly changed) options. If any named argument #' (or list element) was provided, the list is returned invisibly. #' @note The function is a slight modification of the function #' \code{\link[sm]{sm.options}} from the package \pkg{sm}. #' @author Bjørn-Helge Mevik and Ron Wehrens #' @keywords regression multivariate #' @examples #' #' ## Return current options: #' pls.options() #' pls.options("plsralg") #' pls.options(c("plsralg", "pcralg")) #' #' ## Set options: #' pls.options(plsralg = "simpls", mvralg = "simpls") #' pls.options(list(plsralg = "simpls", mvralg = "simpls")) # Equivalent #' pls.options() #' #' ## Restore `factory settings': #' pls.options(list(mvralg = "kernelpls", plsralg = "kernelpls", cpplsalg = "cppls", #' pcralg = "svdpc", parallel = NULL, #' w.tol = .Machine$double.eps, X.tol = 10^-12)) #' pls.options() #' #' @export pls.options <- function(...) { if (nargs() == 0) return(.pls.data$options) current <- .pls.data$options temp <- list(...) if (length(temp) == 1 && is.null(names(temp))) { arg <- temp[[1]] switch(mode(arg), list = temp <- arg, character = return(.pls.data$options[arg]), stop("invalid argument: ", sQuote(arg))) } if (length(temp) == 0) return(current) n <- names(temp) if (is.null(n)) stop("options must be given by name") changed <- current[n] current[n] <- temp .pls.data$options <- current invisible(current) } pls/R/pls-package.R0000644000176200001440000000140114470416071013563 0ustar liggesusers#' @title Partial Least Squares and Principal Component Regression #' #' @description #' Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component #' Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS). #' #' @importFrom grDevices dev.interactive devAskNewPage #' @importFrom graphics abline arrows axTicks axis legend matplot mtext pairs par plot points segments text title #' @importFrom methods hasArg #' @importFrom stats .checkMFClasses coef cor delete.response drop.terms fitted formula makepredictcall median model.frame model.matrix model.response na.omit na.pass napredict optimize predict printCoefmat pt residuals runif sd terms update var #' @docType package #' @name pls #' @keywords internal "_PACKAGE" pls/R/svdpc.fit.R0000644000176200001440000001220114421462223013270 0ustar liggesusers### svdpc.fit.R: SVD PC fit algorithm #' @title Principal Component Regression #' #' @description Fits a PCR model using the singular value decomposition. #' #' @details This function should not be called directly, but through the generic #' functions \code{pcr} or \code{mvr} with the argument \code{method="svdpc"}. #' The singular value decomposition is used to calculate the principal #' components. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{Yloadings}{a matrix of Y-loadings.} \item{projection}{the #' projection matrix used to convert X to scores.} \item{Xmeans}{a vector of #' means of the X variables.} \item{Ymeans}{a vector of means of the Y #' variables.} \item{fitted.values}{an array of fitted values. The dimensions #' of \code{fitted.values} are \code{c(nobj, npred, ncomp)} with \code{nobj} #' the number samples and \code{npred} the number of Y variables.} #' \item{residuals}{an array of regression residuals. It has the same #' dimensions as \code{fitted.values}.} \item{Xvar}{a vector with the amount of #' X-variance explained by each component.} \item{Xtotvar}{Total variance in #' \code{X}.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans} and \code{Ymeans} are returned. #' @author Ron Wehrens and Bjørn-Helge Mevik #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} #' \code{\link{cppls}} #' @references Martens, H., Næs, T. (1989) \emph{Multivariate calibration.} #' Chichester: Wiley. #' @keywords regression multivariate #' @export svdpc.fit <- function(X, Y, ncomp, center = TRUE, stripped = FALSE, ...) { Y <- as.matrix(Y) if (!stripped) { ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Y) } ## Remove dimnames during calculation (doesn't seem to matter; in fact, ## as far as it has any effect, it hurts a tiny bit in most situations). ## dimnames(X) <- dimnames(Y) <- NULL nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Y)[2] B <- array(0, dim = c(npred, nresp, ncomp)) if (!stripped) fitted <- array(0, dim = c(nobj, nresp, ncomp)) ## Center variables: if (center) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) Ymeans <- colMeans(Y) Y <- Y - rep(Ymeans, each = nobj) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } huhn <- La.svd(X) D <- huhn$d[1:ncomp] TT <- huhn$u[,1:ncomp, drop=FALSE] %*% diag(D, nrow = ncomp) P <- t(huhn$vt[1:ncomp,, drop=FALSE]) tQ <- crossprod(TT, Y) / D^2 for (a in 1:ncomp) { B[,,a] <- P[,1:a, drop=FALSE] %*% tQ[1:a,] if (!stripped) fitted[,,a] <- TT[,1:a, drop=FALSE] %*% tQ[1:a,] } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans) } else { residuals <- c(Y) - fitted fitted <- fitted + rep(Ymeans, each = nobj) # Add mean ## Add dimnames and classes: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- list(objnames, compnames) dimnames(P) <- list(prednames, compnames) dimnames(tQ) <- list(compnames, respnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) names(D) <- compnames class(TT) <- "scores" R <- P # To avoid class "loadings" on projection class(P) <- class(tQ) <- "loadings" list(coefficients = B, scores = TT, loadings = P, Yloadings = t(tQ), projection = R, Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = D^2, Xtotvar = sum(X * X)) } } pls/R/stdize.R0000644000176200001440000001054614421462223012704 0ustar liggesusers### stdize.R: Standardization by centering and scaling ## This is a somewhat modified version of scale.default #' @name stdize #' @title Standardization of Data Matrices #' #' @description Performs standardization (centering and scaling) of a data matrix. #' #' @details \code{makepredictcall.stdized} is an internal utility function; it is not #' meant for interactive use. See \code{\link{makepredictcall}} for details. #' #' If \code{center} is \code{TRUE}, \code{x} is centered by subtracting the #' coloumn mean from each coloumn. If \code{center} is a numeric vector, it is #' used in place of the coloumn means. #' #' If \code{scale} is \code{TRUE}, \code{x} is scaled by dividing each coloumn #' by its sample standard deviation. If \code{scale} is a numeric vector, it #' is used in place of the standard deviations. #' #' @aliases stdize predict.stdized makepredictcall.stdized #' @param x,newdata numeric matrices. The data to standardize. #' @param center logical value or numeric vector of length equal to the number #' of coloumns of \code{x}. #' @param scale logical value or numeric vector of length equal to the number #' of coloumns of \code{x}. #' @param object an object inheriting from class \code{"stdized"}, normally the #' result of a call to \code{stdize}. #' @param var A variable. #' @param call The term in the formula, as a call. #' @param \dots other arguments. Currently ignored. #' @return Both \code{stdize} and \code{predict.stdized} return a scaled and/or #' centered matrix, with attributes \code{"stdized:center"} and/or #' \code{"stdized:scale"} the vector used for centering and/or scaling. The #' matrix is given class \code{c("stdized", "matrix")}. #' @note \code{stdize} is very similar to \code{\link[base]{scale}}. The #' difference is that when \code{scale = TRUE}, \code{stdize} divides the #' coloumns by their standard deviation, while \code{scale} uses the #' root-mean-square of the coloumns. If \code{center} is \code{TRUE}, this is #' equivalent, but in general it is not. #' @author Bjørn-Helge Mevik and Ron Wehrens #' @seealso \code{\link{mvr}}, \code{\link{pcr}}, \code{\link{plsr}}, #' \code{\link{msc}}, \code{\link[base]{scale}} #' @keywords regression multivariate #' @examples #' #' data(yarn) #' ## Direct standardization: #' Ztrain <- stdize(yarn$NIR[yarn$train,]) #' Ztest <- predict(Ztrain, yarn$NIR[!yarn$train,]) #' #' ## Used in formula: #' mod <- plsr(density ~ stdize(NIR), ncomp = 6, data = yarn[yarn$train,]) #' pred <- predict(mod, newdata = yarn[!yarn$train,]) # Automatically standardized #' #' @export stdize <- function(x, center = TRUE, scale = TRUE) { nc <- ncol(x) if (is.logical(center)) { if (isTRUE(center)) { center <- colMeans(x, na.rm = TRUE) x <- sweep(x, 2, center) } } else if (is.numeric(center) && length(center) == nc) x <- sweep(x, 2, center) else stop("invalid 'center'") if (is.logical(scale)) { if (isTRUE(scale)) { ## This is faster than sd(x), but cannot handle missing values: scale <- sqrt(colSums(sweep(x, 2, colMeans(x))^2) / (nrow(x) - 1)) x <- sweep(x, 2, scale, "/") } } else if (is.numeric(scale) && length(scale) == nc) x <- sweep(x, 2, scale, "/") else stop("invalid 'scale'") if (is.numeric(center)) attr(x, "stdized:center") <- center if (is.numeric(scale)) attr(x, "stdized:scale") <- scale class(x) <- c("stdized", "matrix") return(x) } ## This is not really needed for `stdize' to work with formulas, but might ## be nice to have for manually manipulating data: #' @rdname stdize #' @export predict.stdized <- function(object, newdata, ...) { if (missing(newdata)) return(object) if (is.null(center <- attr(object, "stdized:center"))) center <- FALSE if (is.null(scale <- attr(object, "stdized:scale"))) scale <- FALSE stdize(newdata, center = center, scale = scale) } ## This method makes things like ## `predict(plsr(y ~ stdize(X), data = foo), newdata = bar)' work. ## This is a slightly modified version of makepredictcall.default. #' @rdname stdize #' @export makepredictcall.stdized <- function(var, call) { if (as.character(call)[1] != "stdize") return(call) if (!is.null(z <- attr(var, "stdized:center"))) call$center <- z if (!is.null(z <- attr(var, "stdized:scale"))) call$scale <- z call } pls/R/cppls.fit.R0000644000176200001440000005000214421462223013273 0ustar liggesusers### cppls.fit.R: The Canonical Powered PLS algorithm ### ### Implements the CPPLS algorithm as described in ### Indahl, U.G., Liland, K.H., Næs, T. (2009). ### Canonical partial least squares - a unified PLS approach to classification and regression problems, ### Journal of Chemometrics 23, pp. 495-504 #' @title CPPLS (Indahl et al.) #' #' @description Fits a PLS model using the CPPLS algorithm. #' #' @details This function should not be called directly, but through the generic #' functions \code{cppls} or \code{mvr} with the argument #' \code{method="cppls"}. Canonical Powered PLS (CPPLS) is a generalisation of #' PLS incorporating discrete and continuous responses (also simultaneously), #' additional responses, individual weighting of observations and power #' methodology for sharpening focus on groups of variables. Depending on the #' input to \code{cppls} it can produce the following special cases: \itemize{ #' \item PLS: uni-response continuous \code{Y} \item PPLS: uni-response #' continuous \code{Y}, \code{(lower || upper) != 0.5} \item PLS-DA (using #' correlation maximisation - B/W): dummy-coded descrete response \code{Y} #' \item PPLS-DA: dummy-coded descrete response \code{Y}, \code{(lower || #' upper) != 0.5} \item CPLS: multi-response \code{Y} (continuous, discrete or #' combination) \item CPPLS: multi-response \code{Y} (continuous, discrete or #' combination), \code{(lower || upper) != 0.5} } The name "canonical" comes #' from canonical correlation analysis which is used when calculating vectors #' of loading weights, while "powered" refers to a reparameterisation of the #' vectors of loading weights which can be optimised over a given interval. #' #' @param X a matrix of observations. \code{NA}s and \code{Inf}s are not #' allowed. #' @param Y a vector or matrix of responses. \code{NA}s and \code{Inf}s are #' not allowed. #' @param ncomp the number of components to be used in the modelling. #' @param Y.add a vector or matrix of additional responses containing relevant #' information about the observations. #' @param center logical, determines if the \eqn{X} and \eqn{Y} matrices are #' mean centered or not. Default is to perform mean centering. #' @param stripped logical. If \code{TRUE} the calculations are stripped as #' much as possible for speed; this is meant for use with cross-validation or #' simulations when only the coefficients are needed. Defaults to #' \code{FALSE}. #' @param lower a vector of lower limits for power optimisation. Defaults to #' \code{0.5}. #' @param upper a vector of upper limits for power optimisation. Defaults to #' \code{0.5}. #' @param trunc.pow logical. If \code{TRUE} an experimental alternative power #' algorithm is used. (Optional) #' @param weights a vector of individual weights for the observations. #' (Optional) #' @param \dots other arguments. Currently ignored. #' @return A list containing the following components is returned: #' \item{coefficients}{an array of regression coefficients for 1, \ldots{}, #' \code{ncomp} components. The dimensions of \code{coefficients} are #' \code{c(nvar, npred, ncomp)} with \code{nvar} the number of \code{X} #' variables and \code{npred} the number of variables to be predicted in #' \code{Y}.} \item{scores}{a matrix of scores.} \item{loadings}{a matrix of #' loadings.} \item{loading.weights}{a matrix of loading weights.} #' \item{Yscores}{a matrix of Y-scores.} \item{Yloadings}{a matrix of #' Y-loadings.} \item{projection}{the projection matrix used to convert X to #' scores.} \item{Xmeans}{a vector of means of the X variables.} #' \item{Ymeans}{a vector of means of the Y variables.} \item{fitted.values}{an #' array of fitted values. The dimensions of \code{fitted.values} are #' \code{c(nobj, npred, ncomp)} with \code{nobj} the number samples and #' \code{npred} the number of Y variables.} \item{residuals}{an array of #' regression residuals. It has the same dimensions as \code{fitted.values}.} #' \item{Xvar}{a vector with the amount of X-variance explained by each #' component.} \item{Xtotvar}{total variance in \code{X}.} #' \item{gammas}{gamma-values obtained in power optimisation.} #' \item{canonical.correlations}{Canonical correlation values from the #' calculations of loading weights.} \item{A}{matrix containing vectors of #' weights \code{a} from canonical correlation (\code{cor(Za,Yb)}).} #' \item{smallNorms}{vector of indices of explanatory variables of length close #' to or equal to 0.} #' #' If \code{stripped} is \code{TRUE}, only the components \code{coefficients}, #' \code{Xmeans}, \code{Ymeans} and \code{gammas} are returned. #' @author Kristian Hovde Liland #' @seealso \code{\link{mvr}} \code{\link{plsr}} \code{\link{pcr}} #' \code{\link{widekernelpls.fit}} \code{\link{simpls.fit}} #' \code{\link{oscorespls.fit}} #' @references Indahl, U. (2005) A twist to partial least squares regression. #' \emph{Journal of Chemometrics}, \bold{19}, 32--44. #' #' Liland, K.H and Indahl, U.G (2009) Powered partial least squares #' discriminant analysis, \emph{Journal of Chemometrics}, \bold{23}, 7--18. #' #' Indahl, U.G., Liland, K.H. and Næs, T. (2009) Canonical partial least #' squares - a unified PLS approach to classification and regression problems. #' \emph{Journal of Chemometrics}, \bold{23}, 495--504. #' @keywords regression classification multivariate #' @examples #' #' data(mayonnaise) #' # Create dummy response #' mayonnaise$dummy <- #' I(model.matrix(~y-1, data.frame(y = factor(mayonnaise$oil.type)))) #' #' # Predict CPLS scores for test data #' may.cpls <- cppls(dummy ~ NIR, 10, data = mayonnaise, subset = train) #' may.test <- predict(may.cpls, newdata = mayonnaise[!mayonnaise$train,], type = "score") #' #' # Predict CPLS scores for test data (experimental used design as additional Y information) #' may.cpls.yadd <- cppls(dummy ~ NIR, 10, data = mayonnaise, subset = train, Y.add=design) #' may.test.yadd <- predict(may.cpls.yadd, newdata = mayonnaise[!mayonnaise$train,], type = "score") #' #' # Classification by linear discriminant analysis (LDA) #' library(MASS) #' error <- matrix(ncol = 10, nrow = 2) #' dimnames(error) <- list(Model = c('CPLS', 'CPLS (Y.add)'), ncomp = 1:10) #' for (i in 1:10) { #' fitdata1 <- data.frame(oil.type = mayonnaise$oil.type[mayonnaise$train], #' NIR.score = I(may.cpls$scores[,1:i,drop=FALSE])) #' testdata1 <- data.frame(oil.type = mayonnaise$oil.type[!mayonnaise$train], #' NIR.score = I(may.test[,1:i,drop=FALSE])) #' error[1,i] <- #' (42 - sum(predict(lda(oil.type ~ NIR.score, data = fitdata1), #' newdata = testdata1)$class == testdata1$oil.type)) / 42 #' fitdata2 <- data.frame(oil.type = mayonnaise$oil.type[mayonnaise$train], #' NIR.score = I(may.cpls.yadd$scores[,1:i,drop=FALSE])) #' testdata2 <- data.frame(oil.type = mayonnaise$oil.type[!mayonnaise$train], #' NIR.score = I(may.test.yadd[,1:i,drop=FALSE])) #' error[2,i] <- #' (42 - sum(predict(lda(oil.type ~ NIR.score, data = fitdata2), #' newdata = testdata2)$class == testdata2$oil.type)) / 42 #' } #' round(error,2) #' #' @export cppls.fit <- function(X, Y, ncomp, Y.add = NULL, center = TRUE, stripped = FALSE, lower = 0.5, upper = 0.5, trunc.pow = FALSE, weights = NULL, ...) { ## X - the data matrix ## Y - the primary response matrix ## Y.add - the additional response matrix (optional) ## ncomp - number of components ## lower - lower bounds for power algorithm (default=0.5) ## upper - upper bounds for power algorithm (default=0.5) ## weights - prior weighting of observations (optional) Yprim <- as.matrix(Y) Y <- cbind(Yprim, Y.add) if (!stripped) { ## Save dimnames: dnX <- dimnames(X) dnY <- dimnames(Yprim) } dimnames(X) <- dimnames(Y) <- dimnames(Yprim) <- NULL nobj <- dim(X)[1] npred <- dim(X)[2] nresp <- dim(Yprim)[2] ## Center variables: if (center) { if (is.null(weights)) { Xmeans <- colMeans(X) X <- X - rep(Xmeans, each = nobj) } else { Xmeans <- crossprod(weights,X) / sum(weights) X <- X - rep(Xmeans, each = nobj) } Ymeans <- colMeans(Yprim) } else { ## Set means to zero. Will ensure that predictions do not take the ## mean into account. Xmeans <- rep_len(0, npred) Ymeans <- rep_len(0, nresp) } X.orig <- X ## Declaration of variables W <- matrix(0, npred, ncomp) # W-loadings TT <- matrix(0, nobj, ncomp) # T-scores P <- matrix(0, npred, ncomp) # P-loadings Q <- matrix(0, nresp, ncomp) # Q-loadings A <- matrix(0, dim(Y)[2], ncomp)# Column weights for W0 (from CCA) cc <- numeric(ncomp) pot <- rep(0.5, ncomp) # Powers used to construct the w-s in R B <- array(0, c(npred, nresp, ncomp)) smallNorm <- numeric() if (!stripped) { U <- TT # U-scores tsqs <- rep.int(1, ncomp) # t't fitted <- array(0, c(nobj, nresp, ncomp)) } for (a in 1:ncomp) { if (length(lower) == 1 && lower == 0.5 && length(upper) == 1 && upper == 0.5 ) { Rlist <- Rcal(X, Y, Yprim, weights) # Default CPLS algorithm } else { Rlist <- RcalP(X, Y, Yprim, weights, lower, upper, trunc.pow) # Alternate CPPLS algorithm pot[a] <- Rlist$pot } cc[a] <- Rlist$cc w.a <- Rlist$w ifelse(!is.null(Rlist$a), aa <- Rlist$a, aa <- NA) A[,a] <- aa ## Make new vectors orthogonal to old ones? ## w.a <- w.a - W[,1:(a-1)]%*%crossprod(W[,1:(a-1)], w.a) w.a[abs(w.a) < pls.options()$w.tol] <- 0 # Removes insignificant values w.a <- w.a / norm(w.a) # Normalization t.a <- X %*% w.a # Score vectors tsq <- crossprod(t.a)[1] p.a <- crossprod(X,t.a) / tsq q.a <- crossprod(Yprim,t.a) / tsq X <- X - tcrossprod(t.a,p.a) # Deflation ## Check and compensate for small norms mm <- apply(abs(X), 2, sum) r <- which(mm < pls.options()$X.tol) if (length(r) > 0) { for (i in 1:length(r)) { if (sum(smallNorm == r[i]) == 0) { ## Add new short small to list smallNorm[length(smallNorm) + 1] <- r[i] } } } X[,smallNorm] <- 0 # Remove collumns having small norms W[,a] <- w.a TT[,a] <- t.a P[,a] <- p.a Q[,a] <- q.a B[,,a] <- W[,1:a, drop=FALSE] %*% tcrossprod( solve(crossprod(P[,1:a, drop=FALSE], W[,1:a, drop=FALSE])), Q[,1:a, drop=FALSE] ) if (!stripped) { tsqs[a] <- tsq ## Extra step to calculate Y scores: U[,a] <- Yprim %*% q.a / crossprod(q.a)[1] # Ok for nresp == 1 ?? ## make u orth to previous X scores: if (a > 1) U[,a] <- U[,a] - TT %*% (crossprod(TT, U[,a]) / tsqs) fitted[,,a] <- X.orig %*% B[,,a] } } if (stripped) { ## Return as quickly as possible list(coefficients = B, Xmeans = Xmeans, Ymeans = Ymeans, gammas = pot) } else { fitted <- fitted + rep(Ymeans, each = nobj) # Add mean residuals <- - fitted + c(Yprim) ## Add dimnames: objnames <- dnX[[1]] if (is.null(objnames)) objnames <- dnY[[1]] prednames <- dnX[[2]] respnames <- dnY[[2]] compnames <- paste("Comp", 1:ncomp) nCompnames <- paste(1:ncomp, "comps") dimnames(TT) <- list(objnames, compnames) dimnames(W) <- dimnames(P) <- list(prednames, compnames) dimnames(Q) <- list(respnames, compnames) dimnames(B) <- list(prednames, respnames, nCompnames) dimnames(fitted) <- dimnames(residuals) <- list(objnames, respnames, nCompnames) colnames(A) <- compnames class(TT) <- "scores" class(P) <- class(W) <- class(Q) <- "loadings" list(coefficients = B, scores = TT, loadings = P, loading.weights = W, Yscores = U, Yloadings = Q, projection = W %*% solve(crossprod(P,W)), Xmeans = Xmeans, Ymeans = Ymeans, fitted.values = fitted, residuals = residuals, Xvar = colSums(P * P) * tsqs, Xtotvar = sum(X.orig * X.orig), gammas = pot, canonical.correlations = cc, smallNorm = smallNorm, A = A, trunc.pow = trunc.pow) } } ####################### ## Rcal function (CPLS) Rcal <- function(X, Y, Yprim, weights) { W0 <- crossprod(X,Y) Ar <- cancorr(X %*% W0, Yprim, weights, FALSE) # Computes canonical correlations between columns in XW and Y with rows weighted according to 'weights' w <- W0 %*% Ar$A[,1, drop=FALSE] # Optimal loadings ifelse(exists('Ar'), a <- Ar$A[,1], a <- NA) list(w = w, cc = Ar$r^2, a = a) } ######################### ## RcalP function (CPPLS) RcalP <- function(X, Y, Yprim, weights, lower, upper, trunc.pow) { CS <- CorrXY(X, Y, weights) # Matrix of corr(Xj,Yg) and vector of std(Xj) sng <- sign(CS$C) # Signs of C {-1,0,1} C <- abs(CS$C) # Correlation without signs mS <- max(CS$S); S <- CS$S / mS # Divide by largest value mC <- max(C); C <- C / mC # -------- || -------- ## Computation of the best vector of loadings lw <- lw_bestpar(X, S, C, sng, Yprim, weights, lower, upper, trunc.pow) } ################ ## lw_bestpar function lw_bestpar <- function(X, S, C, sng, Yprim, weights, lower, upper, trunc.pow) { if (!is.null(weights)) weights <- sqrt(weights) # Prepare weights for cca ## Compute for S and each columns of C the distance from the median scaled to [0,1] if (trunc.pow) { medC <- t(abs(t(sng * C) - apply(sng * C, 2, median))) medC <- t(t(medC) / apply(medC, 2, max)) medS <- abs(S - median(S)) medS <- medS / max(medS) } else { medS <- medC <- NULL } ######################### # Optimization function # ######################### f <- function(p, X, S, C, sng, Yprim, weights, trunc.pow, medS, medC) { if(p == 0) { # Variable selection from standard deviation S[S < max(S)] <- 0 W0 <- S } else if(p == 1) { # Variable selection from correlation C[C < max(C)] <- 0 W0 <- rowSums(C) } else { # Standard deviation and correlation with powers if (trunc.pow) { ps <- (1 - p) / p if (ps < 1) { S <- S^ps } else { S[medS < (1 - 2 * p)] <- 0 } pc <- p / (1 - p) if (pc < 1) { W0 <- (sng * (C^pc)) * S } else { C[medC < (2 * p - 1)] <- 0 W0 <- (sng * C) * S } } else { S <- S^((1 - p) / p) W0 <- (sng * (C^(p / (1 - p)))) * S } } Z <- X %*% W0 # Transform X into W0 -(cancorr(Z, Yprim, weights))^2 } ##################################### # Logic for optimization segment(s) # ##################################### nOpt <- length(lower) pot <- numeric(3 * nOpt) ca <- numeric(3 * nOpt) for (i in 1:nOpt) { ca[ 1 + (i - 1) * 3] <- f(lower[i], X, S, C, sng, Yprim, weights, trunc.pow, medS, medC) pot[1 + (i - 1) * 3] <- lower[i] if (lower[i] != upper[i]) { Pc <- optimize(f = f, interval = c(lower[i], upper[i]), tol = 10^-4, maximum = FALSE, X = X, S = S, C = C, sng = sng, Yprim = Yprim, weights = weights, trunc.pow = trunc.pow, medS, medC) pot[2 + (i - 1) * 3] <- Pc[[1]] ca[ 2 + (i - 1) * 3] <- Pc[[2]] } ca[ 3 + (i - 1) * 3] <- f(upper[i], X, S, C, sng, Yprim, weights, trunc.pow, medS, medC) pot[3 + (i - 1) * 3] <- upper[i] } ######################################################## # Computation of final w-vectors based on optimization # ######################################################## cc <- max(-ca) # Determine which is more succesful cmin <- which.max(-ca) # Determine which is more succesful if (pot[cmin] == 0) { # Variable selection from standard deviation S[S < max(S)] <- 0 w <- S } else if (pot[cmin] == 1) { # Variable selection from correlation C[C < max(C)] <- 0 w <- rowSums(C) } else { # Standard deviation and correlation with powers p <- pot[cmin] # Power from optimization if (trunc.pow) { # New power algorithm ps <- (1 - p) / p if (ps < 1) { S <- S^ps } else { S[medS < (1 - 2 * p)] <- 0 } pc <- p / (1 - p) if (pc < 1) { W0 <- (sng * (C^pc)) * S } else { C[medC < (2 * p-1)] <- 0 W0 <- (sng * C) * S } } else { S <- S^((1 - p) / p) W0 <- (sng * (C^(p / (1 - p)))) * S } Z <- X %*% W0 # Transform X into W Ar <- cancorr(Z, Yprim, weights, FALSE) # Computes canonical correlations between columns in XW and Y with rows weighted according to 'weights' w <- W0 %*% Ar$A[,1, drop=FALSE] # Optimal loadings } pot <- pot[cmin] ifelse(exists('Ar'), a <- Ar$A[,1], a <- NA) list(w = w, pot = pot, cc = cc, a = a) } ################ ## CorrXY function CorrXY <- function(X, Y, weights) { ## Computation of correlations between the columns of X and Y n <- dim(X)[1] if (is.null(weights)) { cx <- colMeans(X) cy <- colMeans(Y) X <- X - rep(cx, each = n) Y <- Y - rep(cy, each = n) } else { cx <- crossprod(weights,X) / sum(weights) cy <- crossprod(weights,Y) / sum(weights) X <- X - rep(cx, each = n) Y <- Y - rep(cy, each = n) X <- X * weights Y <- Y * weights } sdX <- sqrt(apply(X^2, 2, mean)) inds <- which(sdX == 0, arr.ind = FALSE) sdX[inds] <- 1 ccxy <- crossprod(X, Y) / (n * tcrossprod(sdX, sqrt(apply(Y^2, 2, mean)))) sdX[ inds ] <- 0 ccxy[inds,] <- 0 list(C = ccxy, S = sdX) } ################ ## function norm norm <- function(vec) { sqrt(crossprod(vec)[1]) } ################ ## Stripped version of canonical correlation (cancor) cancorr <- function (x, y, weights, opt = TRUE) { nr <- nrow(x) ncx <- ncol(x) ncy <- ncol(y) if (!is.null(weights)) { x <- x * weights y <- y * weights } qx <- qr(x, LAPACK = TRUE) qy <- qr(y, LAPACK = TRUE) qxR <- qr.R(qx) ## Compute rank like MATLAB does dx <- sum(abs(diag(qxR)) > .Machine$double.eps * 2^floor(log2(abs(qxR[1]))) * max(nr, ncx)) if (!dx) stop("'x' has rank 0") qyR <- qr.R(qy) ## Compute rank like MATLAB does dy <- sum(abs(diag(qyR)) > .Machine$double.eps * 2^floor(log2(abs(qyR[1]))) * max(nr, ncy)) if (!dy) stop("'y' has rank 0") dxy <- min(dx, dy) if (opt) { z <- svd(qr.qty(qx, qr.qy(qy, diag(1, nr, dy)))[1:dx,, drop = FALSE], nu = 0, nv = 0) ret <- max(min(z$d[1], 1), 0) } else { z <- svd(qr.qty(qx, qr.qy(qy, diag(1, nr, dy)))[1:dx,, drop = FALSE], nu = dxy, nv = 0) A <- 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LЯj롯ai=z޲qF`|X.L_\yȨu6J{:y&)qsj3'0ghνztJ{NihhI"?8\f6@φhN9QJDUqi/y?Kj>r>h7T[R@QbyKƵfI{ -%NzΨ1)5հ|*6{0%*+^qOxTRg_Ļ7+S"yHL+!]fhcPq;:4 O~şR~endstream endobj 163 0 obj << /Type /XRef /Length 221 /Filter /FlateDecode /DecodeParms << /Columns 5 /Predictor 12 >> /W [ 1 3 1 ] /Info 3 0 R /Root 2 0 R /Size 164 /ID [<111f8f90789f3a5d805a1c1750aba6f6>] >> stream xнAk*6 FB׉ZQHTJ Jx:A!J! y͙;3W |J aЋPOE~S=gS5gd:SyF705 a\uiԏS "fO Zef0\ 8Cv6ͭ\ysK:&XxbP_ {H|% endstream endobj startxref 334398 %%EOF pls/inst/doc/pls-manual.R0000644000176200001440000002256514525756413015014 0ustar liggesusers### R code from vignette source 'pls-manual.Rnw' ################################################### ### code chunk number 1: pls-manual.Rnw:67-69 ################################################### pdf.options(pointsize=10) options(digits = 4) ################################################### ### code chunk number 2: pls-manual.Rnw:304-305 ################################################### library(pls) ################################################### ### code chunk number 3: pls-manual.Rnw:332-335 ################################################### data(yarn) data(oliveoil) data(gasoline) ################################################### ### code chunk number 4: pls-manual.Rnw:343-349 ################################################### par(mar = c(2, 4, 0, 1) + 0.1) matplot(t(gasoline$NIR), type = "l", lty = 1, ylab = "log(1/R)", xaxt = "n") ind <- pretty(seq(from = 900, to = 1700, by = 2)) ind <- ind[ind >= 900 & ind <= 1700] ind <- (ind - 898) / 2 axis(1, ind, colnames(gasoline$NIR)[ind]) ################################################### ### code chunk number 5: pls-manual.Rnw:358-360 ################################################### gasTrain <- gasoline[1:50,] gasTest <- gasoline[51:60,] ################################################### ### code chunk number 6: pls-manual.Rnw:363-364 ################################################### gas1 <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") ################################################### ### code chunk number 7: pls-manual.Rnw:369-370 ################################################### summary(gas1) ################################################### ### code chunk number 8: pls-manual.Rnw:379-380 (eval = FALSE) ################################################### ## plot(RMSEP(gas1), legendpos = "topright") ################################################### ### code chunk number 9: pls-manual.Rnw:385-387 ################################################### par(mar = c(4, 4, 2.5, 1) + 0.1) plot(RMSEP(gas1), legendpos = "topright") ################################################### ### code chunk number 10: pls-manual.Rnw:406-407 (eval = FALSE) ################################################### ## plot(gas1, ncomp = 2, asp = 1, line = TRUE) ################################################### ### code chunk number 11: pls-manual.Rnw:413-415 ################################################### par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, ncomp = 2, asp = 1, line = TRUE) ################################################### ### code chunk number 12: pls-manual.Rnw:429-430 (eval = FALSE) ################################################### ## plot(gas1, plottype = "scores", comps = 1:3) ################################################### ### code chunk number 13: pls-manual.Rnw:435-436 ################################################### plot(gas1, plottype = "scores", comps = 1:3) ################################################### ### code chunk number 14: pls-manual.Rnw:444-448 ################################################### par(mar = c(4, 4, 0.3, 1) + 0.1) plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", labels = "numbers", xlab = "nm") abline(h = 0) ################################################### ### code chunk number 15: pls-manual.Rnw:462-463 ################################################### explvar(gas1) ################################################### ### code chunk number 16: pls-manual.Rnw:469-472 (eval = FALSE) ################################################### ## plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", ## labels = "numbers", xlab = "nm") ## abline(h = 0) ################################################### ### code chunk number 17: pls-manual.Rnw:481-482 ################################################### predict(gas1, ncomp = 2, newdata = gasTest) ################################################### ### code chunk number 18: pls-manual.Rnw:486-487 ################################################### RMSEP(gas1, newdata = gasTest) ################################################### ### code chunk number 19: pls-manual.Rnw:587-588 ################################################### dens1 <- plsr(density ~ NIR, ncomp = 5, data = yarn) ################################################### ### code chunk number 20: pls-manual.Rnw:592-594 ################################################### dim(oliveoil$sensory) plsr(sensory ~ chemical, data = oliveoil) ################################################### ### code chunk number 21: pls-manual.Rnw:615-617 ################################################### trainind <- which(yarn$train == TRUE) dens2 <- update(dens1, subset = trainind) ################################################### ### code chunk number 22: pls-manual.Rnw:621-622 ################################################### dens3 <- update(dens1, ncomp = 10) ################################################### ### code chunk number 23: pls-manual.Rnw:652-653 ################################################### olive1 <- plsr(sensory ~ chemical, scale = TRUE, data = oliveoil) ################################################### ### code chunk number 24: pls-manual.Rnw:658-659 ################################################### gas2 <- plsr(octane ~ msc(NIR), ncomp = 10, data = gasTrain) ################################################### ### code chunk number 25: pls-manual.Rnw:664-665 (eval = FALSE) ################################################### ## predict(gas2, ncomp = 3, newdata = gasTest) ################################################### ### code chunk number 26: pls-manual.Rnw:717-721 (eval = FALSE) ################################################### ## ncomp.onesigma <- selectNcomp(gas2, method = "onesigma", plot = TRUE, ## ylim = c(.18, .6)) ## ncomp.permut <- selectNcomp(gas2, method = "randomization", plot = TRUE, ## ylim = c(.18, .6)) ################################################### ### code chunk number 27: pls-manual.Rnw:735-740 ################################################### par(mfrow = c(1,2)) ncomp.onesigma <- selectNcomp(gas1, "onesigma", plot = TRUE, ylim = c(.18, .6)) ncomp.permut <- selectNcomp(gas1, "randomization", plot = TRUE, ylim = c(.18, .6)) ################################################### ### code chunk number 28: pls-manual.Rnw:760-763 ################################################### gas2.cv <- crossval(gas2, segments = 10) plot(MSEP(gas2.cv), legendpos="topright") summary(gas2.cv, what = "validation") ################################################### ### code chunk number 29: pls-manual.Rnw:818-820 (eval = FALSE) ################################################### ## plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", ## labels = "numbers", xlab = "nm") ################################################### ### code chunk number 30: pls-manual.Rnw:824-827 ################################################### par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", labels = "numbers", xlab = "nm") ################################################### ### code chunk number 31: pls-manual.Rnw:859-861 ################################################### par(mar = c(4, 4, 0, 1) + 0.1) plot(gas1, plottype = "correlation") ################################################### ### code chunk number 32: pls-manual.Rnw:930-931 ################################################### predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,]) ################################################### ### code chunk number 33: pls-manual.Rnw:943-944 ################################################### predict(gas1, comps = 2, newdata = gasTest[1:5,]) ################################################### ### code chunk number 34: pls-manual.Rnw:961-962 ################################################### drop(predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,])) ################################################### ### code chunk number 35: pls-manual.Rnw:1000-1001 (eval = FALSE) ################################################### ## predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) ################################################### ### code chunk number 36: pls-manual.Rnw:1007-1009 ################################################### par(mar = c(4, 4, 2.5, 1)) predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) ################################################### ### code chunk number 37: pls-manual.Rnw:1049-1050 ################################################### pls.options() ################################################### ### code chunk number 38: pls-manual.Rnw:1056-1057 ################################################### pls.options(plsralg = "oscorespls") ################################################### ### code chunk number 39: pls-manual.Rnw:1210-1219 ################################################### X <- gasTrain$NIR Y <- gasTrain$octane ncomp <- 5 cvPreds <- matrix(nrow = nrow(X), ncol = ncomp) for (i in 1:nrow(X)) { fit <- simpls.fit(X[-i,], Y[-i], ncomp = ncomp, stripped = TRUE) cvPreds[i,] <- (X[i,] - fit$Xmeans) %*% drop(fit$coefficients) + fit$Ymeans } ################################################### ### code chunk number 40: pls-manual.Rnw:1222-1223 ################################################### sqrt(colMeans((cvPreds - Y)^2)) pls/inst/doc/pls-manual.Rnw0000644000176200001440000015734314421462223015350 0ustar liggesusers%% $Id$ \documentclass[a4paper,11pt]{article} \usepackage[T1]{fontenc} \usepackage[utf8]{inputenc} \usepackage{a4wide} %% Setup for the vignette system: %\VignetteIndexEntry{Intruction to the pls Package} %%% %%% Local definitions: %%% %% Layout: %\setcounter{secnumdepth}{0} \pagestyle{headings} \renewcommand{\bfdefault}{b} \let\epsilon\varepsilon % I prefer the \varepsilon variant. \newcommand\mat\mathrm % Matrices %% Vectors: redefine \vec as bold italic instead of an arrow accent: \let\vec\relax\DeclareMathAlphabet{\vec}{OML}{cmm}{bx}{it} %% Ron's definitions: \newcommand{\bX}{\mbox{\boldmath{$X$}}} \newcommand{\bY}{\mbox{\boldmath{$Y$}}} \newcommand{\bB}{\mbox{\boldmath{$B$}}} \newcommand{\bT}{\mbox{\boldmath{$T$}}} \newcommand{\bP}{\mbox{\boldmath{$P$}}} \newcommand{\bU}{\mbox{\boldmath{$U$}}} \newcommand{\bD}{\mbox{\boldmath{$D$}}} \newcommand{\bV}{\mbox{\boldmath{$V$}}} \newcommand{\bA}{\mbox{\boldmath{$A$}}} \newcommand{\bE}{\mbox{\boldmath{$E$}}} \newcommand{\bF}{\mbox{\boldmath{$F$}}} \newcommand{\bQ}{\mbox{\boldmath{$Q$}}} \newcommand{\bS}{\mbox{\boldmath{$S$}}} \newcommand{\bW}{\mbox{\boldmath{$W$}}} \newcommand{\bR}{\mbox{\boldmath{$R$}}} %% From jss.cls (slightly modified): \let\code=\texttt \let\proglang=\textsf \newcommand{\pkg}[1]{{\normalfont\fontseries{b}\selectfont #1}} \newcommand{\email}[1]{{\normalfont\texttt{#1}}} %%%%%%%%%%%%%%%% \begin{document} %%%%%%%%%%%%%%%% \title{Introduction to the \pkg{pls} Package} \author{ Bjørn-Helge Mevik\\ %\thanks for footnotes University Center for Information Technology, University of Oslo\\ Norway\\ \and Ron Wehrens\\ Biometris, Wageningen University \& Research\\ The Netherlands\\ } \maketitle %% Setup of Sweave: \SweaveOpts{width=5,height=5} \setkeys{Gin}{width=5in} <>= pdf.options(pointsize=10) options(digits = 4) @ \begin{abstract} The \pkg{pls} package implements Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR) in \proglang{R}, and is freely available from the CRAN website, licensed under the Gnu General Public License (GPL). The user interface is modelled after the traditional formula interface, as exemplified by \code{lm}. This was done so that people used to \proglang{R} would not have to learn yet another interface, and also because we believe the formula interface is a good way of working interactively with models. It thus has methods for generic functions like \code{predict}, \code{update} and \code{coef}. It also has more specialised functions like \code{scores}, \code{loadings} and \code{RMSEP}, and a flexible cross-validation system. Visual inspection and assessment is important in chemometrics, and the \pkg{pls} package has a number of plot functions for plotting scores, loadings, predictions, coefficients and RMSEP estimates. The package implements PCR and several algorithms for PLSR. The design is modular, so that it should be easy to use the underlying algorithms in other functions. It is our hope that the package will serve well both for interactive data analysis and as a building block for other functions or packages using PLSR or PCR. We will here describe the package and how it is used for data analysis, as well as how it can be used as a part of other packages. Also included is a section about formulas and data frames, for people not used to the \proglang{R} modelling idioms. \end{abstract} \section{Introduction}\label{sec:introduction} %%%%%%%%%%%%%%%% This vignette is meant as an introduction to the \pkg{pls} package. It is based on the paper `The pls Package: Principal Component and Partial Least Squares Regression in R', published in \emph{Journal of Statistical Software}~\cite{MevWeh:plsJSS}. The PLSR methodology is shortly described in Section~\ref{sec:theory}. Section~\ref{sec:example-session} presents an example session, to get an overview of the package. In Section~\ref{sec:formula-data-frame} we describe formulas and data frames (as they are used in \pkg{pls}). Users familiar with formulas and data frames in \proglang{R} can skip this section on first reading. Fitting of models is described in Section~\ref{sec:fitting}, and cross-validatory choice of components is discussed in Section~\ref{sec:cross-validation}. Next, inspecting and plotting models is described (Section~\ref{sec:inspecting}), followed by a section on predicting future observations (Section~\ref{sec:predicting}). Finally, Section~\ref{sec:advanced} covers more advanced topics such as parallel computing, setting options, using the underlying functions directly, and implementation details. \section{Theory}\label{sec:theory} %%%%%%%%%%%%%%%% Multivariate regression methods like Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR) enjoy large popularity in a wide range of fields, including the natural sciences. The main reason is that they have been designed to confront the situation that there are many, possibly correlated, predictor variables, and relatively few samples---a situation that is common, especially in chemistry where developments in spectroscopy since the seventies have revolutionised chemical analysis. In fact, the origin of PLSR lies in chemistry (see, e.g.,~\cite{Wold2001,Martens2001}). The field of \emph{near-infrared} (NIR) spectroscopy, with its highly overlapping lines and difficult to interpret overtones, would not have existed but for a method to obtain quantitative information from the spectra. Also other fields have benefited greatly from multivariate regression methods like PLSR and PCR. In medicinal chemistry, for example, one likes to derive molecular properties from the molecular structure. Most of these Quantitative Structure-Activity Relations (QSAR, and also Quantitative Structure-Property Relations, QSPR), and in particular, Comparative Molecular Field Analysis (ComFA)~\cite{Cramer1988}, use PLSR. Other applications range from statistical process control~\cite{Kresta1991} to tumour classification~\cite{Nguyen2002} to spatial analysis in brain images~\cite{McIntosh1996} to marketing~\cite{Fornell1982}. In the usual multiple linear regression (MLR) context, the least-squares solution for \begin{equation} \bY = \bX\bB + \mathcal{E} \end{equation} is given by \begin{equation} \bB = (\bX^T \bX)^{-1} \bX^T \bY \label{eq:lsq} \end{equation} The problem often is that $\bX^T \bX$ is singular, either because the number of variables (columns) in $\bX$ exceeds the number of objects (rows), or because of collinearities. Both PCR and PLSR circumvent this by decomposing $\bX$ into orthogonal scores $\bT$ and loadings $\bP$ \begin{equation} \bX = \bT \bP \end{equation} and regressing $\bY$ not on $\bX$ itself but on the first $a$ columns of the scores $\bT$. In PCR, the scores are given by the left singular vectors of $\bX$, multiplied with the corresponding singular values, and the loadings are the right singular vectors of $\bX$. This, however, only takes into account information about $\bX$, and therefore may be suboptimal for prediction purposes. PLSR aims to incorporate information on both $\bX$ and $\bY$ in the definition of the scores and loadings. In fact, for one specific version of PLSR, called SIMPLS~\cite{Jong1993a}, it can be shown that the scores and loadings are chosen in such a way to describe as much as possible of the {\em covariance} between $\bX$ and $\bY$, where PCR concentrates on the {\em variance} of $\bX$. Other PLSR algorithms give identical results to SIMPLS in the case of one $\bY$ variable, but deviate slightly for the multivariate $\bY$ case; the differences are not likely to be important in practice. \subsection{Algorithms} In PCR, we approximate the $\bX$ matrix by the first $a$ Principal Components (PCs), usually obtained from the singular value decomposition (SVD): \[ \bX = \tilde{\bX}_{(a)} + \mathcal{E}_X = (\bU_{(a)} \bD_{(a)} ) \bV^T_{(a)} + \mathcal{E}_X = \bT_{(a)} \bP_{(a)}^T + \mathcal{E}_X \] Next, we regress $\bY$ on the scores, which leads to regression coefficients \[ \bB = \bP (\bT^T \bT)^{-1} \bT^T \bY = \bV \bD^{-1} \bU^T \bY \] where the subscripts $a$ have been dropped for clarity. For PLSR, the components, called Latent Variables (LVs) in this context, are obtained iteratively. One starts with the SVD of the crossproduct matrix $\bS = \bX^T \bY$, thereby including information on variation in both $\bX$ and $\bY$, and on the correlation between them. The first left and right singular vectors, $w$ and $q$, are used as weight vectors for $\bX$ and $\bY$, respectively, to obtain scores $t$ and $u$: \begin{equation} t = \bX w = \bE w \end{equation} \begin{equation} u = \bY q = \bF q \end{equation} where $\bE$ and $\bF$ are initialised as $\bX$ and $\bY$, respectively. The X scores $t$ are often normalised: \begin{equation} t = t / \sqrt{t^Tt} \end{equation} The Y scores $u$ are not actually necessary in the regression but are often saved for interpretation purposes. Next, X and Y loadings are obtained by regressing against the {\em same} vector $t$: \begin{equation} \label{eq:plspt} p = \bE^T t \end{equation} \begin{equation} \label{eq:plsqt} q = \bF^T t \end{equation} Finally, the data matrices are `deflated': the information related to this latent variable, in the form of the outer products $t p^T$ and $t q^T$, is subtracted from the (current) data matrices $\bE$ and $\bF$. \begin{equation} \bE_{n+1} = \bE_n - t p^T \end{equation} \begin{equation} \bF_{n+1} = \bF_n - t q^T \end{equation} The estimation of the next component then can start from the SVD of the crossproduct matrix $\bE_{n+1}^T\bF_{n+1}$. After every iteration, vectors $w$, $t$, $p$ and $q$ are saved as columns in matrices $\bW$, $\bT$, $\bP$ and $\bQ$, respectively. One complication is that columns of matrix $\bW$ can not be compared directly: they are derived from successively deflated matrices $\bE$ and $\bF$. It has been shown that an alternative way to represent the weights, in such a way that all columns relate to the original $\bX$ matrix, is given by \begin{equation} \bR = \bW (\bP^T \bW)^{-1} \end{equation} Now, we are in the same position as in the PCR case: instead of regressing $\bY$ on $\bX$, we use scores $\bT$ to calculate the regression coefficients, and later convert these back to the realm of the original variables by pre-multiplying with matrix $\bR$ (since $\bT = \bX \bR$): \[ \bB = \bR (\bT^T \bT)^{-1} \bT^T \bY = \bR \bT^T \bY = \bR \bQ^T \] Again, here, only the first $a$ components are used. How many components are optimal has to be determined, usually by cross-validation. Many alternative formulations can be found in literature. It has been shown, for instance, that only one of $\bX$ and $\bY$ needs to be deflated; alternatively, one can directly deflate the crossproduct matrix $\bS$ (as is done in SIMPLS, for example). Moreover, there are many equivalent ways of scaling. In the example above, the scores $t$ have been normalised, but one can also choose to introduce normalisation at another point in the algorithm. Unfortunately, this can make it difficult to directly compare the scores and loadings of different PLSR implementations. \subsection{On the use of PLSR and PCR} In theory, PLSR should have an advantage over PCR. One could imagine a situation where a minor component in $\bX$ is highly correlated with $\bY$; not selecting enough components would then lead to very bad predictions. In PLSR, such a component would be automatically present in the first LV. In practice, however, there is hardly any difference between the use of PLSR and PCR; in most situations, the methods achieve similar prediction accuracies, although PLSR usually needs fewer latent variables than PCR. Put the other way around: with the same number of latent variables, PLSR will cover more of the variation in $\bY$ and PCR will cover more of $\bX$. In turn, both behave very similar to ridge regression~\cite{Frank1993}. It can also be shown that both PCR and PLSR behave as shrinkage methods~\cite{TESL}, although in some cases PLSR seems to increase the variance of individual regression coefficients, one possible explanation of why PLSR is not always better than PCR. \section{Example session}\label{sec:example-session} %%%%%%%%%%%%%%%% In this section we will walk through an example session, to get an overview of the package. To be able to use the package, one first has to load it: <<>>= library(pls) @ This prints a message telling that the package has been attached, and that the package implements a function \code{loadings} that masks a function of the same name in package \pkg{stats}. (The output of the commands have in some cases been suppressed to save space.) Three example data sets are included in \pkg{pls}: \begin{description} \item[\code{yarn}] A data set with 28 near-infrared spectra (\code{NIR}) of PET yarns, measured at 268 wavelengths, as predictors, and density as response (\code{density})~\cite{SwiWeiWijBuy_StrConRobMulCalMod}. The data set also includes a logical variable \code{train} which can be used to split the data into a training data set of size 21 and test data set of size 7. See \code{?yarn} for details. \item[\code{oliveoil}] A data set with 5 quality measurements (\code{chemical}) and 6 panel sensory panel variables (\code{sensory}) made on 16 olive oil samples~\cite{Mas_etal_HandChemQualB}. See \code{?oliveoil} for details. \item[\code{gasoline}] A data set consisting of octane number (\code{octane}) and NIR spectra (\code{NIR}) of 60 gasoline samples~\cite{Kal:2DatNIR}. Each NIR spectrum consists of 401 diffuse reflectance measurements from 900 to 1700 nm. See \code{?gasoline} for details. \end{description} These will be used in the examples that follow. To use the data sets, they must first be loaded: <<>>= data(yarn) data(oliveoil) data(gasoline) @ For the rest of the paper, it will be assumed that the package and the data sets have been loaded as above. Also, all examples are run with \code{options(digits = 4)}. \begin{figure} \begin{center} <>= par(mar = c(2, 4, 0, 1) + 0.1) matplot(t(gasoline$NIR), type = "l", lty = 1, ylab = "log(1/R)", xaxt = "n") ind <- pretty(seq(from = 900, to = 1700, by = 2)) ind <- ind[ind >= 900 & ind <= 1700] ind <- (ind - 898) / 2 axis(1, ind, colnames(gasoline$NIR)[ind]) @ \caption{Gasoline NIR spectra}\label{fig:NIR} \end{center} \end{figure} In this section, we will do a PLSR on the \code{gasoline} data to illustrate the use of \pkg{pls}. The spectra are shown in Figure~\ref{fig:NIR}. We first divide the data set into train and test data sets: <<>>= gasTrain <- gasoline[1:50,] gasTest <- gasoline[51:60,] @ A typical way of fitting a PLSR model is <<>>= gas1 <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") @ This fits a model with 10 components, and includes \emph{leave-one-out} (LOO) cross-validated predictions~\cite{LacMic:EstERRDA}. We can get an overview of the fit and validation results with the \code{summary} method: <<>>= summary(gas1) @ The validation results here are \emph{Root Mean Squared Error of Prediction} (RMSEP). There are two cross-validation estimates: \code{CV} is the ordinary CV estimate, and \code{adjCV} is a bias-corrected CV estimate~\cite{MevCed:MSEPest}. (For a LOO CV, there is virtually no difference). It is often simpler to judge the RMSEPs by plotting them: <>= plot(RMSEP(gas1), legendpos = "topright") @ % \begin{figure} \begin{center} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(RMSEP(gas1), legendpos = "topright") @ \caption{Cross-validated RMSEP curves for the \code{gasoline} data}\label{fig:RMSEPplsr} \end{center} \end{figure} This plots the estimated RMSEPs as functions of the number of components (Figure~\ref{fig:RMSEPplsr}). The \code{legendpos} argument adds a legend at the indicated position. Two components seem to be enough. This gives an RMSEP of \Sexpr{format(drop(RMSEP(gas1, "CV", ncomp = 2, intercept = FALSE)$val), digits = 3)}. %$ As mentioned in the introduction, the main practical difference between PCR and PLSR is that PCR often needs more components than PLSR to achieve the same prediction error. On this data set, PCR would need three components to achieve the same RMSEP. Once the number of components has been chosen, one can inspect different aspects of the fit by plotting predictions, scores, loadings, etc. The default plot is a prediction plot: <>= plot(gas1, ncomp = 2, asp = 1, line = TRUE) @ % \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, ncomp = 2, asp = 1, line = TRUE) @ \setkeys{Gin}{width=5in} \caption{Cross-validated predictions for the \code{gasoline} data}\label{fig:cvpreds} \end{center} \end{figure} This shows the cross-validated predictions with two components versus measured values (Figure~\ref{fig:cvpreds}). We have chosen an aspect ratio of 1, and to draw a target line. The points follow the target line quite nicely, and there is no indication of a curvature or other anomalies. Other plots can be selected with the argument \code{plottype}: <>= plot(gas1, plottype = "scores", comps = 1:3) @ % \begin{figure} \begin{center} <>= plot(gas1, plottype = "scores", comps = 1:3) @ \caption{Score plot for the \code{gasoline} data}\label{fig:scores} \end{center} \end{figure} \begin{figure} \begin{center} <>= par(mar = c(4, 4, 0.3, 1) + 0.1) plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", labels = "numbers", xlab = "nm") abline(h = 0) @ \caption{Loading plot for the \code{gasoline} data}\label{fig:loadings} \end{center} \end{figure} This gives a pairwise plot of the score values for the three first components (Figure~\ref{fig:scores}). Score plots are often used to look for patterns, groups or outliers in the data. (For instance, plotting the two first components for a model built on the \code{yarn} dataset clearly indicates the experimental design of that data.) In this example, there is no clear indication of grouping or outliers. The numbers in parentheses after the component labels are the relative amount of X variance explained by each component. The explained variances can be extracted explicitly with <<>>= explvar(gas1) @ The loading plot (Figure~\ref{fig:loadings}) is much used for interpretation purposes, for instance to look for known spectral peaks or profiles: <>= plot(gas1, "loadings", comps = 1:2, legendpos = "topleft", labels = "numbers", xlab = "nm") abline(h = 0) @ % The \code{labels = "numbers"} argument makes the plot function try to interpret the variable names as numbers, and use them as $x$ axis labels. A fitted model is often used to predict the response values of new observations. The following predicts the responses for the ten observations in \code{gasTest}, using two components: <<>>= predict(gas1, ncomp = 2, newdata = gasTest) @ Because we know the true response values for these samples, we can calculate the test set RMSEP: <<>>= RMSEP(gas1, newdata = gasTest) @ For two components, we get \Sexpr{format(drop(RMSEP(gas1, ncomp = 2, intercept = FALSE, newdata = gasTest)$val), digits = 3)}, %$ which is quite close to the cross-validated estimate above (\Sexpr{format(drop(RMSEP(gas1, "CV", ncomp = 2, intercept = FALSE)$val), digits = 3)}). %$ \goodbreak \section{Formulas and data frames}\label{sec:formula-data-frame} %%%%%%%%%%%%%%%% The \pkg{pls} package has a formula interface that works like the formula interface in \proglang{R}'s standard \code{lm} functions, in most ways. This section gives a short description of formulas and data frames as they apply to \pkg{pls}. More information on formulas can be found in the \code{lm} help file, in Chapter~11 of `An Introduction to R', and in Chapter~2 of `The White Book'~\cite{R:Chambers+Hastie:1992}. These are good reads for anyone wanting to understand how \proglang{R} works with formulas, and the user is strongly advised to read them. \subsection{Formulas} %%%%%%%%%%%%%%%% A \emph{formula} consists of a \emph{left hand side} (lhs), a tilde (\code{\textasciitilde}), and a \emph{right hand side} (rhs). The lhs consists of a single term, representing the response(s). The rhs consists of one or more terms separated by \code{+}, representing the regressor(s). For instance, in the formula \code{a \textasciitilde\ b + c + d}, \code{a} is the response, and \code{b}, \code{c}, and \code{d} are the regressors. The intercept is handled automatically, and need not be specified in the formula. Each term represents a matrix, a numeric vector or a factor (a factor should not be used as the response). If the response term is a matrix, a multi-response model is fit. In \pkg{pls}, the right hand side quite often consists of a single term, representing a matrix regressor: \code{y \textasciitilde\ X}. It is also possible to specify transformations of the variables. For instance, \code{log(y) \textasciitilde\ msc(Z)} specifies a regression of the logarithm of \code{y} onto \code{Z} after \code{Z} has been transformed by \emph{Multiplicative Scatter (or Signal) Correction} (MSC)~\cite{Geladi1985}, a pre-treatment that is very common in infrared spectroscopy. If the transformations contain symbols that are interpreted in the formula handling, e.g., \code{+}, \code{*} or \verb|^|, the terms should be protected with the \code{I()} function, like this: \code{y \textasciitilde\ x1 + I(x2 + x3)}. This specifies \emph{two} regressors: \code{x1}, and the sum of \code{x2} and \code{x3}. \subsection{Data frames} %%%%%%%%%%%%%%%% The fit functions first look for the specified variables in a supplied data frame, and it is advisable to collect all variables there. This makes it easier to know what data has been used for fitting, to keep different variants of the data around, and to predict new data. To create a data frame, one can use the \code{data.frame} function: if \code{v1}, \code{v2} and \code{v3} are factors or numeric vectors, \code{mydata <- data.frame(y = v1, a = v2, b = v3)} will result in a data frame with variables named \code{y}, \code{a} and \code{b}. PLSR and PCR are often used with a matrix as the single predictor term (especially when one is working with spectroscopic data). Also, multi-response models require a matrix as the response term. If \code{Z} is a matrix, it has to be protected by the `protect function' \code{I()} in calls to \code{data.frame}: \code{mydata <- data.frame(..., Z = I(Z))}. Otherwise, it will be split into separate variables for each column, and there will be no variable called \code{Z} in the data frame, so we cannot use \code{Z} in the formula. One can also add the matrix to an existing data frame: \begin{verbatim} > mydata <- data.frame(...) > mydata$Z <- Z \end{verbatim} %$ This will also prevent \code{Z} from being split into separate variables. Finally, one can use \code{cbind} to combine vectors and matrices into matrices on the fly in the formula. This is most useful for the response, e.g., \code{cbind(y1, y2) \textasciitilde\ X}. Variables in a data frame can be accessed with the \code{\$} operator, e.g., \code{mydata\$y}. However, the \pkg{pls} functions access the variables automatically, so the user should never use \code{\$} in formulas. \section{Fitting models}\label{sec:fitting} %%%%%%%%%%%%%%%% The main functions for fitting models are \code{pcr} and \code{plsr}. (They are simply wrappers for the function \code{mvr}, selecting the appropriate fit algorithm). We will use \code{plsr} in the examples in this section, but everything could have been done with \code{pcr} (or \code{mvr}). In its simplest form, the function call for fitting models is \code{plsr(formula, ncomp, data)} (where \code{plsr} can be substituted with \code{pcr} or \code{mvr}). The argument \code{formula} is a formula as described above, \code{ncomp} is the number of components one wishes to fit, and \code{data} is the data frame containing the variables to use in the model. The function returns a fitted model (an object of class \code{"mvr"}) which can be inspected (Section~\ref{sec:inspecting}) or used for predicting new observations (Section~\ref{sec:predicting}). For instance: <<>>= dens1 <- plsr(density ~ NIR, ncomp = 5, data = yarn) @ If the response term of the formula is a matrix, a multi-response model is fit, e.g., <<>>= dim(oliveoil$sensory) plsr(sensory ~ chemical, data = oliveoil) @ (As we see, the \code{print} method simply tells us what type of model this is, and how the fit function was called.) The argument \code{ncomp} is optional. If it is missing, the maximal possible number of components are used. Also \code{data} is optional, and if it is missing, the variables specified in the formula is searched for in the global environment (the user's workspace). Usually, it is preferable to keep the variables in data frames, but it can sometimes be convenient to have them in the global environment. If the variables reside in a data frame, e.g.\ \code{yarn}, \emph{do not} be tempted to use formulas like \code{yarn\$density \textasciitilde\ yarn\$NIR}! Use \code{density \textasciitilde\ NIR} and specify the data frame with \code{data = yarn} as above. There are facilities for working interactively with models. To use only part of the samples in a data set, for instance the first 20, one can use arguments \code{subset = 1:20} or \code{data = yarn[1:20,]}. Also, if one wants to try different alternatives of the model, one can use the function \code{update}. For instance <<>>= trainind <- which(yarn$train == TRUE) dens2 <- update(dens1, subset = trainind) @ will refit the model \code{dens1} using only the observations which are marked as \code{TRUE} in \code{yarn\$train}, and <<>>= dens3 <- update(dens1, ncomp = 10) @ will change the number of components to 10. Other arguments, such as \code{formula}, can also be changed with \code{update}. This can save a bit of typing when working interactively with models (but it doesn't save computing time; the model is refitted each time). In general, the reader is referred to `The White Book'~\cite{R:Chambers+Hastie:1992} or `An Introduction to R' for more information about fitting and working with models in \proglang{R}. Missing data can sometimes be a problem. The PLSR and PCR algorithms currently implemented in \pkg{pls} do not handle missing values intrinsically, so observations with missing values must be removed. This can be done with the \code{na.action} argument. With \code{na.action = na.omit} (the default), any observation with missing values will be removed from the model completely. With \code{na.action = na.exclude}, they will be removed from the fitting process, but included as \code{NA}s in the residuals and fitted values. If you want an explicit error when there are missing values in the data, use \code{na.action = na.fail}. The default \code{na.action} can be set with \code{options()}, e.g., \code{options(na.action = quote(na.fail))}. Standardisation and other pre-treatments of predictor variables are often called for. In \code{pls}, the predictor variables are always centered, as a part of the fit algorithm. Scaling can be requested with the \code{scale} argument. If \code{scale} is \code{TRUE}, each variable is standardised by dividing it by its standard deviation, and if \code{scale} is a numeric vector, each variable is divided by the corresponding number. For instance, this will fit a model with standardised chemical measurements: <<>>= olive1 <- plsr(sensory ~ chemical, scale = TRUE, data = oliveoil) @ As mentioned earlier, MSC~\cite{Geladi1985} is implemented in \pkg{pls} as a function \code{msc} that can be used in formulas: <<>>= gas2 <- plsr(octane ~ msc(NIR), ncomp = 10, data = gasTrain) @ This scatter corrects \code{NIR} prior to the fitting, and arranges for new spectra to be automatically scatter corrected (using the same reference spectrum as when fitting) in \code{predict}: <>= predict(gas2, ncomp = 3, newdata = gasTest) @ There are other arguments that can be given in the fit call: \code{validation} is for selecting validation, and \code{...} is for sending arguments to the underlying functions, notably the cross-validation function \code{mvrCv}. For the other arguments, see \code{?mvr}. \section{Choosing the number of components with cross-validation}\label{sec:cross-validation} %%%%%%%%%%%%%%%% Cross-validation, commonly used to determine the optimal number of components to take into account, is controlled by the \code{validation} argument in the modelling functions (\code{mvr}, \code{plsr} and \code{pcr}). The default value is \code{"none"}. Supplying a value of \code{"CV"} or \code{"LOO"} will cause the modelling procedure to call \code{mvrCv} to perform cross-validation; \code{"LOO"} provides leave-one-out cross-validation, whereas \code{"CV"} divides the data into segments. Default is to use ten segments, randomly selected, but also segments of consecutive objects or interleaved segments (sometimes also referred to as `Venetian blinds') are possible through the use of the argument \code{segment.type}. One can also specify the segments explicitly with the argument \code{segments}; see \code{?mvrCv} for details. When validation is performed in this way, the model will contain an element comprising information on the out-of-bag predictions (in the form of predicted values, as well as MSEP and R2 values). As a reference, the MSEP error using no components at all is calculated as well. The validation results can be visualised using the \code{plottype = "validation"} argument of the standard plotting function. An example is shown in Figure~\ref{fig:RMSEPplsr} for the gasoline data; typically, one would select a number of components after which the cross-validation error does not show a significant decrease. The decision on how many components to retain will to some extent always be subjective. However, especially when building large numbers of models (e.g., in simulation studies), it can be crucial to have a consistent strategy on how to choose the ``optimal'' number of components. Two such strategies have been implemented in function \code{selectNcomp}. The first is based on the so-called one-sigma heuristic~\cite{TESL2013} and consists of choosing the model with fewest components that is still less than one standard error away from the overall best model. The second strategy employs a permutation approach, and basically tests whether adding a new component is beneficial at all~\cite{Voet1994}. It is implemented backwards, again taking the global minimum in the crossvalidation curve as a starting point, and assessing models with fewer and fewer components: as long as no significant deterioration in performance is found (by default on the $\alpha = 0.01$ level), the algorithm continues to remove components. Applying the function is quite straightforward: <>= ncomp.onesigma <- selectNcomp(gas2, method = "onesigma", plot = TRUE, ylim = c(.18, .6)) ncomp.permut <- selectNcomp(gas2, method = "randomization", plot = TRUE, ylim = c(.18, .6)) @ This leads to the plots in Figure~\ref{fig:NComp} -- note that graphical arguments can be supplied to customize the plots. In both cases, the global minimum of the crossvalidation curve is indicated with gray dotted lines, and the suggestion for the optimal number of components with a vertical blue dashed line. The left plot shows the width of the one-sigma intervals on which the suggestion is based; the right plot indicates which models have been assessed by the permutation approach through the large blue circles. The two criteria do not always agree (as in this case) but usually are quite close. \begin{figure}[tb] \centering \setkeys{Gin}{width=\textwidth} <>= par(mfrow = c(1,2)) ncomp.onesigma <- selectNcomp(gas1, "onesigma", plot = TRUE, ylim = c(.18, .6)) ncomp.permut <- selectNcomp(gas1, "randomization", plot = TRUE, ylim = c(.18, .6)) @ \caption{The two strategies for suggesting optimal model dimensions: the left plot shows the one-sigma strategy, the right plot the permutation strategy.} \label{fig:NComp} \end{figure} When a pre-treatment that depends on the composition of the training set is applied, the cross-validation procedure as described above is not optimal, in the sense that the cross-validation errors are biased downward. As long as the only purpose is to select the optimal number of components, this bias may not be very important, but it is not too difficult to avoid it. The modelling functions have an argument \code{scale} that can be used for auto-scaling per segment. However, more elaborate methods such as MSC need explicit handling per segment. For this, the function \code{crossval} is available. It takes an \code{mvr} object and performs the cross-validation as it should be done: applying the pre-treatment for each segment. The results can be shown in a plot (which looks very similar to Figure~\ref{fig:RMSEPplsr}) or summarised in numbers. <<>>= gas2.cv <- crossval(gas2, segments = 10) plot(MSEP(gas2.cv), legendpos="topright") summary(gas2.cv, what = "validation") @ Applying MSC in this case leads to nearly identical cross-validation estimates of prediction error. When the scaling does not depend on the division of the data into segments (e.g., log-scaling), functions \code{crossval} and \code{mvrCv} give the same results; however, \code{crossval} is much slower. Cross-validation can be computationally demanding (especially when using the function \code{crossval}). Therefore, both \code{mvrCv} and \code{crossval} can perform the calculations in parallel on a multi-core machine or on several machines. How to do this is described in Section~\ref{sec:parallel-cv}. \section{Inspecting fitted models}\label{sec:inspecting} %%%%%%%%%%%%%%%% A closer look at the fitted model may reveal interesting agreements or disagreements with what is known about the relations between X and Y. Several functions are implemented in \pkg{pls} for plotting, extracting and summarising model components. \subsection{Plotting} %%%%%%%%%%%%%%%% One can access all plotting functions through the \code{"plottype"} argument of the \code{plot} method for \code{mvr} objects. This is simply a wrapper function calling the actual plot functions; the latter are available to the user as well. The default plot is a prediction plot (\code{predplot}), showing predicted versus measured values. Test set predictions are used if a test set is supplied with the \code{newdata} argument. Otherwise, if the model was built using cross-validation, the cross-validated predictions are used, otherwise the predictions for the training set. This can be overridden with the \code{which} argument. An example of this type of plot can be seen in Figure~\ref{fig:cvpreds}. An optional argument can be used to indicate how many components should be included in the prediction. To assess how many components are optimal, a validation plot (\code{validationplot}) can be used such as the one shown in Figure~\ref{fig:RMSEPplsr}; this shows a measure of prediction performance (either RMSEP, MSEP, or $R^2$) against the number of components. Usually, one takes the first local minimum rather than the absolute minimum in the curve, to avoid over-fitting. The regression coefficients can be visualised using \code{plottype = "coef"} in the \code{plot} method, or directly through function \code{coefplot}. This allows simultaneous plotting of the regression vectors for several different numbers of components at once. The regression vectors for the \code{gasoline} data set using MSC are shown in Figure~\ref{fig:gascoefs} using the command <>= plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", labels = "numbers", xlab = "nm") @ \begin{figure} \begin{center} <>= par(mar = c(4, 4, 2.5, 1) + 0.1) plot(gas1, plottype = "coef", ncomp=1:3, legendpos = "bottomleft", labels = "numbers", xlab = "nm") @ \caption{Regression coefficients for the \code{gasoline} data}\label{fig:gascoefs} \end{center} \end{figure} Note that the coefficients for two components and three components are similar. This is because the third component contributes little to the predictions. The RMSEPs (see Figure~\ref{fig:RMSEPplsr}) and predictions (see Section~\ref{sec:predicting}) for two and three components are quite similar. Scores and loadings can be plotted using functions \code{scoreplot} (an example is shown in Figure~\ref{fig:scores}) and \code{loadingplot} (in Figure~\ref{fig:loadings}), respectively. One can indicate the number of components with the \code{comps} argument; if more than two components are given, plotting the scores will give a pairs plot, otherwise a scatter plot. For \code{loadingplot}, the default is to use line plots. Finally, a `correlation loadings' plot (function \code{corrplot}, or \code{plottype = "correlation"} in \code{plot}) shows the correlations between each variable and the selected components (see Figure~\ref{fig:corrplot}). These plots are scatter plots of two sets of scores with concentric circles of radii given by \code{radii}. Each point corresponds to an X variable. The squared distance between the point and the origin equals the fraction of the variance of the variable explained by the components in the panel. The default values for \code{radii} correspond to 50\% and 100\% explained variance, respectively. \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 0, 1) + 0.1) plot(gas1, plottype = "correlation") @ \setkeys{Gin}{width=5in} \caption{Correlation loadings plot for the \code{gasoline} data}\label{fig:corrplot} \end{center} \end{figure} The plot functions accept most of the ordinary plot parameters, such as \code{col} and \code{pch}. If the model has several responses or one selects more than one model size, e.g.\ \code{ncomp = 4:6}, in some plot functions (notably prediction plots (see below), validation plots and coefficient plots) the plot window will be divided and one plot will be shown for each combination of response and model size. The number of rows and columns are chosen automatically, but can be specified explicitly with arguments \code{nRows} and \code{nCols}. If there are more plots than fit the plot window, one will be asked to press return to see the rest of the plots. \subsection{Extraction} %%%%%%%%%%%%%%%% Regression coefficients can be extracted using the generic function \code{coef}; the function takes several arguments, indicating the number of components to take into account, and whether the intercept is needed (default is \code{FALSE}). Scores and loadings can be extracted using functions \code{scores} and \code{loadings} for X, and \code{Yscores} and \code{Yloadings} for Y. These also return the percentage of variance explained as attributes. In PLSR, weights can be extracted using the function \code{loading.weights}. When applied to a PCR model, the function returns \code{NULL}. Note that commands like \code{plot(scores(gas1))} are perfectly correct, and lead to exactly the same plots as using \code{scoreplot}. \subsection{Summaries} %%%%%%%%%%%%%%%% The \code{print} method for an object of class \code{"mvr"} shows the regression type used, perhaps indicating the form of validation employed, and shows the function call. The \code{summary} method gives more information: it also shows the amount of variance explained by the model (for all choices of $a$, the number of latent variables). The \code{summary} method has an additional argument (\code{what}) to be able to focus on the training phase or validation phase, respectively. Default is to print both types of information. \section{Predicting new observations}\label{sec:predicting} %%%%%%%%%%%%%%%% Fitted models are often used to predict future observations, and \pkg{pls} implements a \code{predict} method for PLSR and PCR models. The most common way of calling this function is \code{predict(mymod, ncomp = myncomp, newdata = mynewdata)}, where \code{mymod} is a fitted model, \code{myncomp} specifies the model size(s) to use, and \code{mynewdata} is a data frame with new X observations. The data frame can also contain response measurements for the new observations, which can be used to compare the predicted values to the measured ones, or to estimate the overall prediction ability of the model. If \code{newdata} is missing, \code{predict} uses the data used to fit the model, i.e., it returns fitted values. If the argument \code{ncomp} is missing, \code{predict} returns predictions for models with 1 component, 2 components, $\ldots$, $A$ components, where $A$ is the number of components used when fitting the model. Otherwise, the model size(s) listed in \code{ncomp} are used. For instance, to get predictions from the model built in Section~\ref{sec:example-session}, with two and three components, one would use <<>>= predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,]) @ (We predict only the five first test observations, to save space.) The predictions with two and three components are quite similar. This could be expected, given that the regression vectors (Figure~\ref{fig:gascoefs}) as well as the estimated RMSEPs for the two model sizes were similar. One can also specify explicitly which components to use when predicting. This is done by specifying the components in the argument \code{comps}. (If both \code{ncomp} and \code{comps} are specified, \code{comps} takes precedence over \code{ncomp}.) For instance, to get predictions from a model with only component 2, one can use <<>>= predict(gas1, comps = 2, newdata = gasTest[1:5,]) @ The results are different from the predictions with two components (i.e., components one and two) above. (The intercept is always included in the predictions. It can be removed by subtracting \code{mymod\$Ymeans} from the predicted values.) The \code{predict} method returns a three-dimensional array, in which the entry $(i,j,k)$ is the predicted value for observation $i$, response $j$ and model size $k$. Note that singleton dimensions are not dropped, so predicting five observations for a uni-response model with \code{ncomp = 3} gives an $5 \times 1 \times 1$ array, not a vector of length five. This is to make it easier to distinguish between predictions from models with one response and predictions with one model size. (When using the \code{comps} argument, the last dimension is dropped, because the predictions are always from a single model.) One can drop the singleton dimensions explicitly by using \code{drop(predict(...))}: <<>>= drop(predict(gas1, ncomp = 2:3, newdata = gasTest[1:5,])) @ Missing values in \code{newdata} are propagated to \code{NA}s in the predicted response, by default. This can be changed with the \code{na.action} argument. See \code{?na.omit} for details. The \code{newdata} does not have to be a data frame. Recognising the fact that the right hand side of PLSR and PCR formulas very often are a single matrix term, the \code{predict} method allows one to use a matrix as \code{newdata}, so instead of \begin{verbatim} newdataframe <- data.frame(X = newmatrix) predict(..., newdata = newdataframe) \end{verbatim} one can simply say \begin{verbatim} predict(..., newdata = newmatrix) \end{verbatim} However, there are a couple of caveats: First, this \emph{only} works in \code{predict}. Other functions that take a \code{newdata} argument (such as \code{RMSEP}) must have a data frame (because they also need the response values). Second, when \code{newdata} is a data frame, \code{predict} is able to perform more tests on the supplied data, such as the dimensions and types of variables. Third, with the exception of scaling (specified with the \code{scale} argument when fitting the model), any transformations or coding of factors and interactions have to be performed manually if \code{newdata} is a matrix. It is often interesting to predict scores from new observations, instead of response values. This can be done by specifying the argument \code{type = "scores"} in \code{predict}. One will then get a matrix with the scores corresponding to the components specified in \code{comps} (\code{ncomp} is accepted as a synonym for \code{comps} when predicting scores). Predictions can be plotted with the function \code{predplot}. This function is generic, and can also be used for plotting predictions from other types of models, such as \code{lm}. Typically, \code{predplot} is called like this: <>= predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) @ % \begin{figure} \begin{center} \setkeys{Gin}{width=3.5in} <>= par(mar = c(4, 4, 2.5, 1)) predplot(gas1, ncomp = 2, newdata = gasTest, asp = 1, line = TRUE) @ \setkeys{Gin}{width=5in} \caption{Test set predictions}\label{fig:testPreds} \end{center} \end{figure} This plots predicted (with 2 components) versus measured response values. (Note that \code{newdata} must be a data frame with both X and Y variables.) \section{Further topics}\label{sec:advanced} %%%%%%%%%%%%%%%% This section presents a couple of slightly technical topics for more advanced use of the package. \subsection{Selecting fit algorithms}\label{sec:select-fit-alg} %%%%%%%%%%%%%%%% There are several PLSR algorithms, and the \pkg{pls} package currently implements three of them: the kernel algorithm for tall matrices (many observations, few variables)~\cite{DayMacGre:ImprPlsAlg}, the classic orthogonal scores algorithm (A.K.A.\ NIPALS algorithm)~\cite{MarNaes:MultCal} and the SIMPLS algorithm~\cite{Jong1993a}. The kernel and orthogonal scores algorithms produce the same results (the kernel algorithm being the fastest of them for most problems). SIMPLS produces the same fit for single-response models, but slightly different results for multi-response models. It is also usually faster than the NIPALS algorithm. The factory default is to use the kernel algorithm. One can specify a different algorithm with the \code{method} argument; i.e., \code{method = "oscorespls"}. If one's personal taste of algorithms does not coincide with the defaults in \pkg{pls}, it can be quite tedious (and error prone) having to write e.g.\ \code{method = "oscorespls"} every time (even though it can be shortened to e.g.\ \code{me = "o"} due to partial matching). Therefore, the defaults can be changed, with the function \code{pls.options}. Called without arguments, it returns the current settings as a named list: <<>>= pls.options() @ The options specify the default fit algorithm of \code{mvr}, \code{plsr}, and \code{pcr}. To return only a specific option, one can use \code{pls.options("plsralg")}. To change the default PLSR algorithm for the rest of the session, one can use, e.g. <<>>= pls.options(plsralg = "oscorespls") @ Note that changes to the options only last until \proglang{R} exits. (Earlier versions of \pkg{pls} stored the changes in the global environment so they could be saved and restored, but current CRAN policies do not allow this.) \subsection{Parallel cross-validation}\label{sec:parallel-cv} %%%%%%%%%%%%%%%% Cross-validation is a computationally demanding procedure. A new model has to be fitted for each segment. The underlying fit functions have been optimised, and the implementation of cross-validation that is used when specifying the \code{validation} argument to \code{mvr} tries to avoid any unneeded calculations (and house-keeping things like the formula handling, which can be surprisingly expensive). Even so, cross-validation can take a long time, for models with large matrices, many components or many segments. By default, the cross-validation calculations in \pkg{pls} is performed serially, on one CPU (core). (In the following, we will use `CPU' to denote both CPUs and cores.) Since version 2.14.0, \proglang{R} has shipped with a package \pkg{parallel} for running calculations in parallel, on multi-CPU machines or on several machines. The \pkg{pls} package can use the facilities of \pkg{parallel} to run the cross-validations in parallel. The \pkg{parallel} package has several ways of running calculations in parallel, and not all of them are available on all systems. Therefore, the support in \pkg{pls} is quite general, so one can select the ways that work well on the given system. To specify how to run calculations in parallel, one sets the option \code{parallel} in \code{pls.options}. After setting the option, one simply runs cross-validatons as before, and the calculations will be performed in parallel. This works both when using the \code{crossval} function and the \code{validation} argument to \code{mvr}. The parallel specification has effect until it is changed. The default value for \code{parallel} is \code{NULL}, which specifies that the calculations are done serially, using one CPU. Specifying the value 1 has the same effect. Specifying an integer $> 1$ makes the calculations use the function \code{mclapply} with the given number as the number of CPUs to use. Note: \code{mclapply} depends on `forking' which does not exist on MS Windows, so \code{mclapply} cannot be used there. Example: \begin{verbatim} pls.options(parallel = 4) # Use mclapply with 4 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") \end{verbatim} The \code{parallel} option can also be specified as a cluster object created by the \code{makeCluster} function from the package \code{parallel}. Any following cross-validation will then be performed with the function \code{parLapply} on that cluster. Any valid cluster specification can be used. The user should stop the cluster with \code{stopCluster(pls.options()\$parallel)} when it is no longer needed. \begin{verbatim} library(parallel) # Needed for the makeCluster call pls.options(parallel = makeCluster(4, type = "PSOCK")) # PSOCK cluster, 4 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") ## later: stopCluster(pls.options()$parallel) \end{verbatim} Several types of clusters are available: FORK uses forking, so starting the cluster is very quick, however it is not available on MS Windows. PSOCK starts \proglang{R} processes with the \code{Rscript} command, which is slower, but is supported on MS Windows. It can also start worker processes on different machines (see ?makeCluster for how). MPI uses MPI to start and communicate with processes. This is the most flexible, but is often slower to start up than the other types. It also dependens on the packages \pkg{snow} and \pkg{Rmpi} to be installed and working. It is especially useful when running batch jobs on a computing cluster, because MPI can interact with the queue system on the cluster to find out which machines to use when the job starts. Here is an example of running a batch job on a cluster using MPI: R script (myscript.R): \begin{verbatim} library(parallel) # for the makeCluster call pls.options(parallel = makeCluster(16, type = "MPI") # MPI cluster, 16 CPUs gas1.cv <- plsr(octane ~ NIR, ncomp = 10, data = gasTrain, validation = "LOO") ## later: save.image(file = "results.RData") stopCluster(pls.options()$parallel) mpi.exit() # stop Rmpi \end{verbatim} To run the job: \begin{verbatim} mpirun -np 1 R --slave --file=myscript.R \end{verbatim} The details of how to run \code{mpirun} varies between the different MPI implementations and how they interact with the queue system used (if any). The above should work for OpenMPI or Intel MPI running under the Slurm queue system. In other situations, one might have to specify which machines to use with, e.g., the \code{-host} or \code{-machinefile} switch. \subsection{Package design}\label{sec:package-design} %%%%%%%%%%%%%%%% The \pkg{pls} package is designed such that an interface function \code{mvr} handles the formula and data, and calls an underlying fit function (and possibly a cross-validation function) to do the real work. There are several reasons for this design: it makes it easier to implement new algorithms, one can easily skip the time-consuming formula and data handling in computing-intensive applications (simulations, etc.), and it makes it easier to use the \code{pls} package as a building block in other packages. The plotting facilities are implemented similarly: the \code{plot} method simply calls the correct plot function based on the \code{plottype} argument. Here, however, the separate plot functions are meant to be callable interactively, because some people like to use the generic \code{plot} function, while others like to use separate functions for each plot type. There are also \code{plot} methods for some of the components of fitted models that can be extracted with extract functions, like score and loading matrices. Thus there are several ways to get some plots, e.g.: \begin{verbatim} plot(mymod, plottype = "scores", ...) scoreplot(mymod, ...) plot(scores(mymod), ...) \end{verbatim} One example of a package that uses \pkg{pls} is \pkg{lspls}, available on CRAN. In that package LS is combined with PLS in a regression procedure. It calls the fit functions of \pkg{pls} directly, and also uses the plot functions to construct score and loading plots. There is also the \code{plsgenomics} package, which includes a modified version of (an earlier version of) the SIMPLS fit function \code{simpls.fit}. \subsection{Calling fit functions directly}\label{sec:call-fit-func} %%%%%%%%%%%%%%%% The underlying fit functions are called \code{kernelpls.fit}, \code{oscorespls.fit}, and \code{simpls.fit} for the PLSR methods, and \code{svdpc.fit} for the PCR method. They all take arguments \code{X}, \code{Y}, \code{ncomp}, and \code{stripped}. Arguments \code{X}, \code{Y}, and \code{ncomp} specify $\bX$ and $\bY$ (as matrices, not data frames), and the number of components to fit, respectively. The argument \code{stripped} defaults to \code{FALSE}. When it is \code{TRUE}, the calculations are stripped down to the bare minimum required for returning the $\bX$ means, $\bY$ means, and the regression coefficients. This is used to speed up cross-validation procedures. The fit functions can be called directly, for instance when one wants to avoid the overhead of formula and data handling in repeated fits. As an example, this is how a simple leave-one-out cross-validation for a uni-response-model could be implemented, using the SIMPLS: <<>>= X <- gasTrain$NIR Y <- gasTrain$octane ncomp <- 5 cvPreds <- matrix(nrow = nrow(X), ncol = ncomp) for (i in 1:nrow(X)) { fit <- simpls.fit(X[-i,], Y[-i], ncomp = ncomp, stripped = TRUE) cvPreds[i,] <- (X[i,] - fit$Xmeans) %*% drop(fit$coefficients) + fit$Ymeans } @ The RMSEP of the cross-validated predictions are <<>>= sqrt(colMeans((cvPreds - Y)^2)) @ which can be seen to be the same as the (unadjusted) CV results for the \code{gas1} model in Section~\ref{sec:example-session}. \subsection{Formula handling in more detail}\label{sec:formula-handling} %%%%%%%%%%%%%%%% The handling of formulas and variables in the model fitting is very similar to what happens in the function \code{lm}: The variables specified in the formula are looked up in the data frame given in the \code{data} argument of the fit function (\code{plsr}, \code{pcr} or \code{mvr}), or in the calling environment if not found in the data frame. Factors are coded into one or more of columns, depending on the number of levels, and on the contrasts option. All (possibly coded) variables are then collected in a numerical model matrix. This matrix is then handed to the underlying fit or cross-validation functions. A similar handling is used in the \code{predict} method. The intercept is treated specially in \pkg{pls}. After the model matrix has been constructed, the intercept column is removed. This ensures that any factors are coded as if the intercept was present. The underlying fit functions then center the rest of the variables as a part of the fitting process. (This is intrinsic to the PLSR and PCR algorithms.) The intercept is handled separately. A consequence of this is that explicitly specifying formulas without the intercept (e.g., \code{y \textasciitilde\ a + b - 1}) will only result in the coding of any factors to change; the intercept will still be fitted. %%%%%%%%%%%%%%%% \bibliographystyle{plain} \bibliography{pls-manual} %%%%%%%%%%%%%%%% \end{document} pls/inst/NEWS.Rd0000644000176200001440000003546514525754101013111 0ustar liggesusers%% $Id$ \name{NEWS} \title{News for Package 'pls'} \encoding{UTF-8} %% \section{Changes in pls version FIXME}{ %% \subsection{New features}{ %% \itemize{ %% \item %% } %% } %% \subsection{User-visible changes}{ %% \itemize{ %% \item %% } %% } %% \subsection{Bug fixes}{ %% \itemize{ %% \item %% } %% } %% \subsection{Internal changes}{ %% \itemize{ %% \item %% } %% } %% \subsection{Documentation}{ %% \itemize{ %% \item %% } %% } %% } \section{Changes in pls version 2.8-3}{ \subsection{Documentation}{ \itemize{ \item Added _PACKAGE to conform to changed roxygen2. } } } \section{Changes in pls version 2.8-2}{ \subsection{New features}{ \itemize{ \item Added as.data.frame.mvrVal() to convert output from mvrVal to tall data.frame format. } } } \section{Changes in pls version 2.8-1}{ \subsection{New features}{ \itemize{ \item Added vcov() for computing variance-covariance matrices for PCR. } } } \section{Changes in pls version 2.8-0}{ \subsection{Documentation}{ \itemize{ \item Converted documentation from .Rd to roxygen2. } } \subsection{New features}{ \itemize{ \item Added support for straified cross-validation segments through stratify argument. } } } \section{Changes in pls version 2.7-3}{ \subsection{Internal changes}{ \itemize{ \item Small code cleanups and standardization of white space, indentation, etc. \item Fixes in test suite for MKL. } } } \section{Changes in pls version 2.7-2}{ \subsection{Bug fixes}{ \itemize{ \item mvr() did not send the "center" argument to mvrCv(), resulting in wrong cross-validation results with 'center = FALSE'. } } } \section{Changes in pls version 2.7-1}{ \subsection{Internal changes}{ \itemize{ \item Added temporary workaround in package tests for changes in RNG. } } } \section{Changes in pls version 2.7-0}{ \subsection{New features}{ \itemize{ \item Now supports turning off the default centering of predictor and response matrices, through a new argument `center' to mvr() etal. Suggested and implemented by Paul Hiemstra. \item Added argument `maxit' to oscorespls.fit(), to avoid a possible infinite loop for some near-orthoginal predictor matrices. Suggested by Martin Binder. } } \subsection{Internal changes}{ \itemize{ \item Added a test suite. } } \subsection{Documentation}{ \itemize{ \item Clarification of selectNcomp() documentation. } } } \section{Changes in pls version 2.6-0}{ \subsection{New features}{ \itemize{ \item Added selectNcom() to automatically select the optimal number of components, optionally plotting the selection. \item Added argument "ask" to the plot functions that can generate multi-page plots, mimicking plot.lm(). } } \subsection{Documentation}{ \itemize{ \item Added description of selectNcomp() in the vignette. } } } \section{Changes in pls version 2.5-0}{ \subsection{New features}{ \itemize{ \item Cross-validation can now keep all replicates in the same segment, through a new argument `nrep' to cvsegments(). } } \subsection{Bug fixes}{ \itemize{ \item legend did not work with plot types "b" or "p" for validation plots. } } \subsection{Internal changes}{ \itemize{ \item Changes to comply with cran rules for imports, suggests and description } } \subsection{Documentation}{ \itemize{ \item Added a vignette. \item Added a NEWS.Rd file that can be viewed with the news() function. } } } \section{Changes in pls version 2.4-3}{ \subsection{New features}{ \itemize{ \item Added a mechanism for running cross-validations in parallel using the facilities of the 'parallel' package. } } \subsection{User-visible changes}{ \itemize{ \item In order to comply with current CRAN submission policies, pls.options() no longer stores the modified option list in the global environment. This has the effect that the options will have to be set every time R is started, even if the work space was saved and loaded. } } \subsection{Bug fixes}{ \itemize{ \item 'drop=FALSE' was missing a couple of places. \item Calling pls::plsr, pls::pcr or pls::cppls would fail if the package was not attached. } } } \section{Changes in pls version 2.3-0}{ \subsection{New features}{ \itemize{ \item New analysis method CPPLS implmemented } } \subsection{Bug fixes}{ \itemize{ \item The wide kernel PLS method would fail with 1 component \item predict() would fail if newdata was a matrix without coloumn names. Discovered by Egon Willighagen. } } } \section{Changes in pls version 2.2-0}{ \subsection{New features}{ \itemize{ \item coefplot() can now plot whiskers at +/-1 SE. } } \subsection{User-visible changes}{ \itemize{ \item Defaults for lty, pch and col in coefplot() when separate = TRUE has been changed. } } \subsection{Bug fixes}{ \itemize{ \item The PRESS0 component returned by crossval() could be missing names (typically for uni-response models). \item scores.default and loadings.default would set the class of the scores or components even if they were a list. \item Small bugfixes in the call component of wrappers pcr() and plsr(). } } \subsection{Internal changes}{ \itemize{ \item The package now has a name space. \item DESCRIPTION now has LazyLoad, LazyData and ZipData directives. \item predplotXy() now has arguments "labels" and "type". \item R2 is now generic. } } } \section{Changes in pls version 2.1-0}{ \subsection{New features}{ \itemize{ \item Jackknife variance estimation of regression coefficients are now available. (Note that the actual implementation is experimental, and could change in the future.) \item The `wide kernel' PLS algorithm has been implemented. It is faster than the other algorithms for very wide data. \item The plot functions for coefficients, predictions and validation results (R2, (R)MSEP) have gained an argument `main' to set the main title of the plot. \item mvr() and mvrCv() now check for near zero standard deviation when autoscaling (`scale = TRUE') } } \subsection{User-visible changes}{ \itemize{ \item plots that go over several pages now only set `par(ask = TRUE)' if the plot device is interactive (suggested by Kevin Wright). \item The definition of R^2 has been changed to 1 - SSE/SST for all estimators, so R2() will give different results than before for test sets and cross-validation. \item The handling of NAs in prediction, R2, (R)MSEP and cross-validation has been improved (and several bugs fixed). } } \subsection{Bug fixes}{ \itemize{ \item coefplot(), predplot.mvr() and validationplot(): xlab/ylab/main were added too early, so they disappeared on the last plot when nCols == nRows == 1. \item loadingplot.default() didn't check for NULL rownames(). } } \subsection{Internal changes}{ \itemize{ \item The (R)MSEP/R^2 calculations have been reorganised. } } \subsection{Documentation}{ \itemize{ \item A couple of functions have been given the keyword "internal", and so are hidden from the index. } } } \section{Changes in pls version 2.0-1}{ \subsection{Bug fixes}{ \itemize{ \item Fixed 1-component bugs in oscorespls.fit() and svdpc.fit() \item Fix to recognise negative numbers as numeric variable names in loadingplot and coefplot \item Removed non-ASCII characters from comments in R files (these gave warnings/errors when checking on Macosx) } } } \section{Changes in pls version 2.0-0}{ \subsection{New features}{ \itemize{ \item There is now an options mechanism for selecting default fit algorithms. See ?pls.options. \item loadingplot() and coefplot() now try to be more intelligent when plotting x axis labels. \item The handling of factors in X has been improved, by changing the way the intercept is removed from the model matrix. \item A new data set 'gasoline' has been included. } } \subsection{User-visible changes}{ \itemize{ \item All PLSR and PCR algorithms, as well as mvrCv(), have been optimised. Depending on the algorithm used, the size of the matrices, and the number of components used, one can expect from 5\% to 65\% reduction in computation time. \item Scaling of scores and loadings of kernel PLSR and svd PCR algorithm has changed. They are now scaled using the `classic' scaling found in oscorespls. \item The arguments `ncomp' now always means "number of components", and `comps' always means "component number". The argument `cumulative' has been removed. \item cvsegments() now gives an error if k > n. \item The 'NIR' and 'sensory' data sets have been renamed to 'yarn' and 'oliveoil'. } } \subsection{Bug fixes}{ \itemize{ \item Fixed bugs in MSEP.mvr and R2 that gave 'NA's and errors with 'na.exclude'. \item Numerous small fixes in the documentation. } } \subsection{Internal changes}{ \itemize{ \item New utility function delete.intercept(). \item Standardised variable names in several fit functions. } } } \section{Changes in pls version 1.2-1}{ \subsection{New features}{ \itemize{ \item It is now possible to select the radii of the circles in corrplot } } \subsection{Bug fixes}{ \itemize{ \item Fixed bug in kernelpls.fit() that resulted in incorrect results when fitting mulitresponse models with fewer responses than predictors } } \subsection{User-visible changes}{ \itemize{ \item The default convergence tolerance limit (when fitting multiresponse models) in oscorespls.fit() has been changed \item Changed default radii in corrplot() \item kernelpls.fit() now returns loading.weights \item crossval() now checks whether the model was fit with a `data' argument } } } \section{Changes in pls version 1.2-0}{ \subsection{New features}{ \itemize{ \item Line plot parameter arguments have been added to predplotXy(), so one can control the properties of the target line in predplot(). \item The `mvr' method for predict() now handles missing data like the `lm' method does (the default is to predict `NA'). \item fitted() and residuals() now return NA for observations with missing values, if na.action is na.exclude. } } \subsection{Bug fixes}{ \itemize{ \item `ncomp' is now reduced when it is too large for the requested cross-validation. \item The (optional) plot parametres `cex' and `font' were incorrectly matched with `cex.main' and `font.main' in predplot(). } } \subsection{User-visible changes}{ \itemize{ \item The `mvr' method for predict() now checks the number of coloumns of `newdata' when it is a matrix. } } \subsection{Internal changes}{ \itemize{ \item MSEP() and RMSEP() are now generic, with methods for `mvr' objects. \item loadingplot() is now generic, with a default method that handles matrices and objects whose loadings() method return a matrix. \item A new function loadings(). It is generic, with a default method that handles `prcomp' objects and anything with a `loadings' component. \item scoreplot() is now generic, with a default method that handles matrices and objects whose scores() method return a matrix. \item The `prcomp' method for scores() has been removed. The default method now handles `prcomp' objects as an exception. scores() now also attaches the explained variances (if available) as the attribute `explvar'. \item compnames() now handles matrices as well as objects with score matrices \item explvar() now also hanles score and loadings matrices \item mvr() now returns a `na.action' component. \item new internal functions fitted.mvr(), residuals.mvr() and naExcludeMvr() to handle observations with missing values. } } } \section{Changes in pls version 1.1-0}{ \subsection{New features}{ \itemize{ \item mvr, mvrCv and predict.mvr now has support for scaling of X. \item A new function stdize (with predict and makepredictcall methods) for explicit centering and/or scaling. \item Correlation loadings plot (corrplot). \item New argument `varnames' in coefplot, to label the x tick marks with the variable names. \item loadingplot now uses the `labels' argument to label x tick marks when 'scatter = FALSE'. \item loadingplot, coefplot and plot.mvrVal can now display legends, with the argument 'legendpos'. } } \subsection{User-visible changes}{ \itemize{ \item mvr and model.matrix.mvr now removes the prepended term name from colnames of X when there is only one term and it has colnames. \item The plot functions now avoid setting defaults for graphical parametres explicitly, wherever possible (e.g. lwd = NULL instead of lwd = 1). That way, par() settings are respected. \item Most "handled" graphical parametres have been added to the formal argument list (for most functions: xlab and ylab). } } \subsection{Internal changes}{ \itemize{ \item New functions compnames, prednames and respnames, used in plot and summary functions. \item Some minor internal changes in the plot and summary functions. \item Allows `method = "model.frame"' in mvr, plsr and pcr. \item New method model.frame.mvr. } } \subsection{Documentation}{ \itemize{ \item Added missing output component `Yloadings' to oscorepls.fit.Rd \item Added/fixed a couple of references. } } } \section{Changes in pls version 1.0-3}{ \itemize{ \item mvrCv.R: Bugfix; added ^2 to R2 calculation \item predict.mvr.R: Fix handling of `newdata' such that checks of the dimensions of the variables found, are performed. Also allow a matrix (without any checks). In addition, a small fix for matrices without row names. \item loop revision in mvrCv.R \item Store data sets in binary form \item mvr.Rd: Added more explicit information about the formula argument. \item Numerous small clean-ups in the .Rd files } } \section{Changes in pls version 1.0-2}{ \itemize{ \item Added encoding information to DESCRIPTION and *.Rd } }

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