pls: Partial Least Squares (PLS) for HDANOVA

In HDANOVA: High-Dimensional Analysis of Variance

Partial Least Squares (PLS) for HDANOVA

Description

This function performs Partial Least Squares (PLS) on a hdanova.

Usage

pls(object, ...)

## Default S3 method:
pls(object, ...)

Arguments

object	A hdanova object.
...	Additional arguments (not used).

Details

For residuals, PCA is performed instead of PLS as there is no natural response.

Value

An updated hdanova object with PLS results.

Examples

# Load candies data
data(candies)

# Basic HDANOVA model with two factors
mod <- hdanova(assessment ~ candy + assessor, data=candies)
mod <- pls(mod)
scoreplot(mod)

HDANOVA documentation built on Aug. 31, 2025, 1:07 a.m.