Revision 9ae1e67cb5e13c5bbc731a5fc56a0053182f16b0 authored by Matthias Templ on 11 February 2020, 16:20:02 UTC, committed by cran-robot on 11 February 2020, 16:20:02 UTC
1 parent 775c7e1
bootnComp.Rd
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/imputeBDLs.R
\name{bootnComp}
\alias{bootnComp}
\title{Bootstrap to find optimal number of components}
\usage{
bootnComp(X, y, R = 99, plotting = FALSE)
}
\arguments{
\item{X}{predictors as a matrix}
\item{y}{response}
\item{R}{number of bootstrap replicates}
\item{plotting}{if TRUE, a diagnostic plot is drawn for each bootstrap
replicate}
}
\value{
Including other information in a list, the optimal number of
components
}
\description{
Combined bootstrap and cross validation procedure to find optimal number of
PLS components
}
\details{
Heavily used internally in function impRZilr.
}
\examples{
## we refer to impRZilr()
}
\seealso{
\code{\link{impRZilr}}
}
\author{
Matthias Templ
}
\keyword{manip}
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