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stepPlr (version 0.92)

L2 penalized logistic regression with a stepwise variable selection

Description

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

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Version

Install

install.packages('stepPlr')

Monthly Downloads

708

Version

0.92

License

GPL (>= 2)

Maintainer

Mee Young Park

Last Published

July 26th, 2010

Functions in stepPlr (0.92)

plr

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

Forward stepwise selection procedure for penalized logistic regression