superpc.cv | Cross-validation for supervised principal components |
superpc.fit.to.outcome | Fit predictive model using outcome of supervised principal components |
superpc.listfeatures | Return a list of the important predictors |
superpc.lrtest.curv | Compute values of likelihood ratio test from supervised principal components fit |
superpc.plot.lrtest | Plot likelhiood ratio test statistics |
superpc.plotcv | Plot output from superpc.cv |
superpc.plotshrink.lrtest | Plot likelihood ratio test statistics from supervised principal components predictor |
superpc.predict | Form principal components predictor from a trained superpc object |
superpc.predict.red | Feature selection for supervised principal components |
superpc.predict.red.cv | Cross-validation of feature selection for supervised principal components |
superpc.train | Prediction by supervised principal components |