stepPlr v0.93

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L2 Penalized Logistic Regression with Stepwise Variable Selection

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

Functions in stepPlr

Name Description
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
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Details

Date 2018-01-27
License GPL (>= 2)
Repository CRAN
Date/Publication 2018-01-28 16:04:11 UTC
Packaged 2018-01-28 04:57:40 UTC; meeyoung
NeedsCompilation yes
depends R (>= 2.0)
Contributors Mee Park, Trevor Hastie

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