lmap (version 0.2.4)

bootstrap.clpca: Bootstrap procedure for Cumulative Logistic (Restricted) PCA

Description

Bootstrap procedure for Cumulative Logistic (Restricted) PCA

Usage

bootstrap.clpca(object, Bsamples = 1000, myseed = 1)

Value

BBdf Bootstrap estimates of B

BVdf Bootstrap estimates of V

Arguments

object

An output object from clpca

Bsamples

Number of Bootstrap samples to take

myseed

A seed number to make the bootstrap reproducible

Examples

if (FALSE) {
data(dataExample_clpca)
Y<-as.matrix(dataExample_clpca[,5:8])
X<-as.matrix(dataExample_clpca[,1:4])
# supervised
output = clpca(Y = Y, X = X, S = 2)
boot.output = bootstrap.clpca(output, Bsamples = 100)
plot(boot.output)
}