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stepPlr (version 0.93)
L2 Penalized Logistic Regression with 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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0.93
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Install
install.packages('stepPlr')
Monthly Downloads
1,459
Version
0.93
License
GPL (>= 2)
Maintainer
Mee Young Park
Last Published
January 28th, 2018
Functions in stepPlr (0.93)
Search functions
cv.step.plr
Computes cross-validated deviance or prediction errors for step.plr
plr-internal
Internal plr functions
predict.stepplr
prediction function for step.plr
step.plr
Forward stepwise selection procedure for penalized logistic regression
plr
Logistic regression with a quadratic penalization on the coefficients
predict.plr
prediction function for plr