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

In lmap: Logistic Mapping

Bootstrap procedure for Logistic (Restricted) PCA

Description

Bootstrap procedure for Logistic (Restricted) PCA

Usage

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

Arguments

object	An output object from lpca
Bsamples	Number of Bootstrap samples to take
myseed	A seed number to make the bootstrap reproducible

Value

BBdf Bootstrap estimates of B

BVdf Bootstrap estimates of V

Examples

## Not run: 
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)

## End(Not run)

lmap documentation built on April 3, 2025, 5:47 p.m.