Thresholded Partial Least Squares Model for Neuroimaging Data


[Up] [Top]

Documentation for package ‘TPLSr’ version 1.0.4

Help Pages

evalTuningParam Evaluating cross-validation performance of a TPLS_cv model at compvec and threshvec
makePredictor Method for extracting the T-PLS predictor at a given compval and threshval
plotTuningSurface Plots the tuning surface of TPLS
TPLS Constructor method for fitting a T-PLS model with given data X and Y.
TPLSdat Sample participant data from a left-right button press task
TPLSpredict Method for making predictions on a testing dataset testX
TPLS_cv Constructor method for fitting a cross-validation T-PLS model