Bootstrap Resampling for Multivariate Models

Perform bootstrap resampling on a multivariate model to estimate the variability of components and scores.

Usage

bootstrap(x, nboot, ...)

Arguments

x

A fitted model object, such as a projector, that has been fit to a training dataset.

nboot

An integer specifying the number of bootstrap resamples to perform.

...

Additional arguments to be passed to the specific model implementation of bootstrap.

Value

A list containing the bootstrap resampled components and scores for the model.