Adaptive Group-Regularized Logistic Elastic Net Regression


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Documentation for package ‘gren’ version 0.0.1

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gren-package Adaptive group-regularized logistic elastic net regression
coef.gren Predictions and coefficients from gren model.
cv.gren Performance cross-validation of group-regularized logistic elastic net regression
dataCervical Contains three R-objects, including the data and the binary response
dataColon Contains four R-objects, including the data and the binary response
denet The elastic net prior distribution
gren Group-regularized logistic elastic net regression
mirCerv Contains three R-objects, including the data and the binary response
mirCol Contains four R-objects, including the data and the binary response
mirCons Contains three R-objects, including the data and the binary response
mirExpr Contains four R-objects, including the data and the binary response
predict.gren Predictions and coefficients from gren model.
renet The elastic net prior distribution
respCerv Contains three R-objects, including the data and the binary response
respCol Contains four R-objects, including the data and the binary response
unpenCol Contains four R-objects, including the data and the binary response