R function Description cox.func Given an expression matrix and a list of survival times, coxscor computes the Cox score of each gene coxstuff coxvar find.surv.ndx Used to implement the "median cut method" described in Section 5.2 gen.y.mat get.mle.class kmeans2 A modified version of the k-means clustering procedure; it performs k-means clustering multiple times with random starting points pamr.cv.cox Performs the cross-validation for the supervised clustering procedure of Section 5.3 pcm.cv Performs the cross-validation for the supervised principal components method of Section 5.4 pls.comp1 Given an expression matrix X and a response vector y, computes the first partial least squares direction