Description:

Shrinkage Discriminant Analysis and CAT Score Variable Selection: This package provides an efficient framework for high-dimensional linear and diagonal discriminant analysis with variable selection. The classifier is trained using James-Stein-type shrinkage estimators and predictor variables are ranked using CAT scores (correlation-adjusted t-scores). Variable selection error is controlled using false non-discovery rates or higher criticism scores.

Changes to previous version:

Fetched by r-cran-robot on 2012-02-01 00:00:11.559491

BibTeX Entry: Download

Supported Operating Systems: Agnostic

Tags: R-Cran

Archive: download here

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