Partial Least Squares (PLS) Data Analysis Methods
Tucker's Inter-Battery Method of Factor Analysis
NIPALS: Non-linear Iterative Partial Least Squares
Plot inter-battery basic results
Plot NIPALS basic results
Plot PLS-CA basic results
Plot PLS-R1 basic results
Plot PLS-R2 basic results
Plot simpls basic results
Plot SIMPLS-CA basic results
PLS-CA: Partial Least Squares Canonical Analysis
PLS-R1: Partial Least Squares Regression 1
PLS-R2: Partial Least Squares Regression 2
SIMPLS: Alternative Approach to PLS Regression
SIMPLS-CA: SIMPLS Canonical Analysis
Different methods for PLS analysis of one or two data tables such as Tucker's Inter-Battery, NIPALS, SIMPLS, SIMPLS-CA, PLS Regression, and PLS Canonical Analysis. The main reference for this software is the awesome book (in French) 'La Regression PLS: Theorie et Pratique' by Michel Tenenhaus.