Nothing
tepPLS <- function(DATA1,DATA2,center1=TRUE,scale1="SS1",center2=TRUE,scale2="SS1",DESIGN=NULL,make_design_nominal=TRUE,graphs=TRUE,k=0){
if(nrow(DATA1) != nrow(DATA2)){
stop("DATA1 and DATA2 must have the same number of rows.")
}
main <- paste("PLS: ",deparse(substitute(DATA1))," & ", deparse(substitute(DATA2)),sep="")
DESIGN <- texpoDesignCheck(DATA1,DESIGN,make_design_nominal=make_design_nominal)
DESIGN <- texpoDesignCheck(DATA2,DESIGN, make_design_nominal=FALSE)
DATA1 <- as.matrix(DATA1)
DATA2 <- as.matrix(DATA2)
DATA1 <- expo.scale(DATA1,scale=scale1,center=center1)
DATA2 <- expo.scale(DATA2,scale=scale2,center=center2)
R <- t(DATA1) %*% DATA2
#res <- corePCA(R,M=MW1$W,W=MW2$W,k=k)
#res <- corePCA(R,k=k)
res <- epPCA(DATA=R,k=k,graphs=FALSE,scale=FALSE,center=FALSE)
res <- res$ExPosition.Data
res$center <- NULL
res$scale <- NULL
res$W1 <- res$M
res$W2 <- res$W
res$M <- res$W <- NULL
res$data1.norm <- list(center=attributes(DATA1)$`scaled:center`,scale=attributes(DATA1)$`scaled:scale`)
res$data2.norm <- list(center=attributes(DATA2)$`scaled:center`,scale=attributes(DATA2)$`scaled:scale`)
res$lx <- supplementalProjection(DATA1,res$fi,Dv=res$pdq$Dv)$f.out
res$ly <- supplementalProjection(DATA2,res$fj,Dv=res$pdq$Dv)$f.out
class(res) <- c("tepPLS","list")
tepPlotInfo <- tepGraphs(res=res,DESIGN=DESIGN,main=main,graphs=graphs)
return(tepOutputHandler(res=res,tepPlotInfo=tepPlotInfo))
}
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