Thresholded Partial Least Squares Model for Neuroimaging Data
Evaluating cross-validation performance of a TPLS_cv model at compvec ...
Method for extracting the T-PLS predictor at a given compval and thres...
Plots the tuning surface of TPLS
Constructor method for fitting a T-PLS model with given data X and Y.
Constructor method for fitting a cross-validation T-PLS model
Method for making predictions on a testing dataset testX
Uses thresholded partial least squares algorithm to create a regression or classification model. For more information, see Lee, Bradlow, and Kable <doi:10.1016/j.crmeth.2022.100227>.