Majorization Minimization by Coordinate Descent Algorithm for Concave Penalized Logistic Regression for High Dimensional Data

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Documentation for package ‘cvplogistic’ version 1.0-0

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aic.cvplogistic Tuning parameter selection by AIC criteria for a concave penalized logistic regression
auc.cvplogistic Tuning parameter selection by cross-validated AUC (CV-AUC) criteria for a concave penalized logistic regression
bic.cvplogistic Tuning parameter selection by BIC criteria for a concave penalized logistic regression
cvplogistic Majorization minimization by coordinate descent (MMCD) algorithm for concave penalized logistic regression for high-dimensional data