lmap (version 0.2.4)

bootstrap.lpca: Bootstrap procedure for Logistic (Restricted) PCA

Description

Bootstrap procedure for Logistic (Restricted) PCA

Usage

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

Value

BBdf Bootstrap estimates of B

BVdf Bootstrap estimates of V

Arguments

object

An output object from lpca

Bsamples

Number of Bootstrap samples to take

myseed

A seed number to make the bootstrap reproducible

Examples

if (FALSE) {
data(dataExample_lpca)
Y = as.matrix(dataExample_lpca[, 1:8])
X = as.matrix(dataExample_lpca[, 9:13])
# supervised
output = lpca(Y = Y, X = X, S = 2)
boot.output = bootstrap.lpca(output, Bsamples = 100)
plot(boot.output)
}