Partial Least Squares (PLS) for HDANOVA — pls • HDANOVA

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).

Value

An updated hdanova object with PLS results.

Details

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

See also

Main wrapper: apls. Related decomposition: sca. Plotting and summaries: asca_plots and asca_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)