bootstrap: Bootstrap Resampling for Multivariate Models

In multivarious: Extensible Data Structures for Multivariate Analysis

Bootstrap Resampling for Multivariate Models

Description

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

Usage

bootstrap(x, nboot, ...)

## S3 method for class 'plsc'
bootstrap(x, nboot = 500, ...)

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.

multivarious documentation built on Jan. 22, 2026, 1:06 a.m.