superpc.cv |
Cross-validation for supervised principal components |
superpc.decorrelate |
Decorrelate features with respect to competing predictors |
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.news |
Display the 'superpc' Package News |
superpc.plot.lrtest |
Plot likelhiood ratio test statistics |
superpc.plotcv |
Plot output from superpc.cv |
superpc.plotred.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.predictionplot |
Plot outcome predictions from superpc |
superpc.rainbowplot |
Make rainbow plot of superpc and compeiting predictors |
superpc.train |
Prediction by supervised principal components |