This repository hosts the MATLAB version of McIntosh Lab's Partial Least Squares implementation.

git clone https://github.com/McIntosh-Lab/PLS.git

See the PLS User Guide for usage details.

Click this link to download a detailed PLS & PLSNPAIRS (Java) manual (great for beginners!)

Check out the new Discussion page for PLS MATLAB! The old discussion forum is here for posterity.

Test data for use with PLS can be downloaded here. Plotroi test data can be downloaded here.

Partial least squares analysis of neuroimaging data - applications and advances

Revisiting PLS Resampling: Comparing Significance vs. Reliability Across Range of Simulations