R-universe - danielawitten (danielawitten)

scout - Implements the Scout Method for Covariance-Regularized Regression

Implements the Scout method for regression, described in "Covariance-regularized regression and classification for high-dimensional problems", by Witten and Tibshirani (2008), Journal of the Royal Statistical Society, Series B 71(3): 615-636.

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1.56 score 1 dependents 12 scripts 201 downloads

lpc - Lassoed Principal Components for Testing Significance of Features

Implements the LPC method of Witten&Tibshirani(Annals of Applied Statistics 2008) for identification of significant genes in a microarray experiment.

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1.00 score 7 scripts 188 downloads