Superpc for R: Tutorial
The methodology is described in the papers: Semi-supervised methods for predicting patient survival from gene expression papers (Bair, Tibshirani) PLOS Prediction by supervised principal components (Bair, Hastie, Paul, Tibshirani) Stanford tech report
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