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.
References in zbMATH (referenced in 1 article )
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- Giordan, Marco; Wehrens, Ron: A comparison of computational approaches for maximum likelihood estimation of the Dirichlet parameters on high-dimensional data (2015)