Thresholded Partial Least Squares Model for Neuroimaging Data

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Documentation for package ‘TPLSr’ version 1.0.3

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evalTuningParam Evaluate TPLS tuning parameters using cross validation
makePredictor Extracts a predictor (betamap and intercept) from a TPLS model at a given number of components and given threshold value
plotTuningSurface Plots the tuning surface of TPLS
TPLS Fit a TPLS model to data
TPLSdat Sample participant data from a left-right button press task
TPLSpredict Make predictions about given data 'testX' by using an extracted TPLSmdl with 'compval' components and 'threshval' threshold.
TPLS_cv Fit a TPLS model to data with cross validation