StemPlots <- function(X, groups=NULL, SortByGroups=FALSE, na.rm=FALSE){
n=dim(X)[1]
p=dim(X)[2]
if (is.null(groups)) {
groups=as.factor(rep(1,n))
levels(groups)="Complete Sample"}
if (!is.factor(groups)) stop("The variable defining the groups must be a factor")
g=length(levels(groups))
Levels=levels(groups)
varnames=colnames(X)
Descriptives=list()
nameslist=character()
k=0
if (SortByGroups==TRUE){
for (i in 1:g){
XX = as.matrix(X[which(groups == Levels[i]), ])
for (j in 1:p){
k=k+1
nameslist[[k]]=paste(Levels[i], varnames[j], sep="-")
Descriptives[[k]]=capture.output(stem(XX[,j]))
}
}
names(Descriptives) = nameslist
}
if (SortByGroups==FALSE){
for (i in 1:p){
XX = as.numeric(X[,j])
for (j in 1:g){
k=k+1
nameslist[[k]]=paste(varnames[i], Levels[j], sep="-")
Descriptives[[k]]=capture.output(as.matrix(XX[which(groups == Levels[j]) ]))}
}
names(Descriptives) = nameslist
}
return(Descriptives)
}
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