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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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Install
install.packages('stepPlr')
Monthly Downloads
1,080
Version
0.92
License
GPL (>= 2)
Maintainer
Mee Young Park
Last Published
July 26th, 2010
Functions in stepPlr (0.92)
Search functions
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