BioMark: Find Biomarkers in Two-Class Discrimination Problems

Variable selection methods are provided for several classification methods: the lasso/elastic net, PCLDA, PLSDA, and several t-tests. Two approaches for selecting cutoffs can be used, one based on the stability of model coefficients under perturbation, and the other on higher criticism.

AuthorRon Wehrens, Pietro Franceschi
Date of publication2015-09-07 18:17:37
MaintainerRon Wehrens <ron.wehrens@gmail.com>
LicenseGPL (>= 2)
Version0.4.5

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