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stepPlr (version 0.91)

L2 penalized logistic regression with a stepwise variable selection

Description

L2 penalized logistic regression for both continuous and discrete predictors, with the forward stepwise variable selection procedure.

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Version

Install

install.packages('stepPlr')

Monthly Downloads

3,683

Version

0.91

License

GPL2.0

Maintainer

Mee Young Park

Last Published

April 11th, 2018

Functions in stepPlr (0.91)

predict.stepplr

prediction function for step.plr
predict.plr

prediction function for plr
cv.step.plr

Computes cross-validated deviance or prediction errors for step.plr
plr-internal

Internal plr functions
plr

Logistic regression with a quadratic penalization on the coefficients
step.plr

Forward stepwise selection procedure for penalized logistic regression