# Thresholded Partial Least Squares Model for Neuroimaging Data

## Documentation for package ‘TPLSr’ version 1.0.3

- DESCRIPTION file.

## Help Pages

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