View source: R/permcoefs.plsR.raw.R
permcoefs.plsR.raw | R Documentation |
A function passed to boot
to perform bootstrap.
permcoefs.plsR.raw( dataset, ind, nt, modele, maxcoefvalues, ifbootfail, verbose )
dataset |
dataset to resample |
ind |
indices for resampling |
nt |
number of components to use |
modele |
type of modele to use, see plsR |
maxcoefvalues |
maximum values allowed for the estimates of the coefficients to discard those coming from singular bootstrap samples |
ifbootfail |
value to return if the estimation fails on a bootstrap sample |
verbose |
should info messages be displayed ? |
estimates on a bootstrap sample or ifbootfail
value if the
bootstrap computation fails.
Frédéric Bertrand
frederic.bertrand@utt.fr
https://fbertran.github.io/homepage/
See also bootpls
.
data(Cornell) XCornell<-Cornell[,1:7] yCornell<-Cornell[,8] # Lazraq-Cleroux PLS (Y,X) bootstrap set.seed(250) modpls <- permcoefs.plsR.raw(Cornell[,-8],1:nrow(Cornell),nt=3, maxcoefvalues=1e5,ifbootfail=rep(0,3),verbose=FALSE)
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