Penalized Logistic Regression Model using Majorization Minimization by Coordinate Descent (MMCD) Algorithm


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Documentation for package ‘cvplogistic’ version 3.1-0

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cv.cvplogistic Tuning parameter selection by k-fold cross validation for concave penalized logistic model
cv.hybrid Tuning parameter selection by k-fold cross validation for logistic models with Lasso-concave hybrid penalty
cvplogistic Majorization minimization by coordinate descent for concave penalized logistic regression
hybrid.logistic A Lasso-concave hybrid penalty for logistic regression
path.plot Plot the solution path for the concave penalized logistic models