clogitL1: Fitting exact conditional logistic regression with lasso and elastic net penalties.

Tools for the fitting and cross validation of exact conditional logistic regression models with lasso and elastic net penalties. Uses cyclic coordinate descent and warm starts to compute the entire path efficiently.

Author
Stephen Reid and Robert Tibshirani
Date of publication
2014-06-17 08:23:59
Maintainer
Stephen Reid <sreid@stanford.edu>
License
GPL-2
Version
1.4

View on CRAN

Man pages

clogitL1
Conditional logistic regression with elastic net penalties
clogitL1-package
Penalised conditional logistic regression.
cv.clogitL1
Cross validation of conditional logistic regression with...
plot.clogitL1
Plotting after fitting conditional logistic regression with...
plot.cv.clogitL1
Plotting after cross validating conditional logistic...
print.clogitL1
Printing after fitting conditional logistic regression with...
summary.clogitL1
Summary after fitting conditional logistic regression with...
summary.cv.clogitL1
Summary after cross validation of conditional logistic...

Files in this package

clogitL1
clogitL1/inst
clogitL1/inst/CITATION
clogitL1/src
clogitL1/src/Makevars
clogitL1/src/clogisticl1_5.cpp
clogitL1/src/clogisticl1_5cv.cpp
clogitL1/src/Makevars.win
clogitL1/src/RcppExports.cpp
clogitL1/NAMESPACE
clogitL1/R
clogitL1/R/summary.cv.clogitL1.R
clogitL1/R/print.clogitL1.R
clogitL1/R/plot.cv.clogitL1.R
clogitL1/R/summary.clogitL1.R
clogitL1/R/cv.clogitL1.R
clogitL1/R/plot.clogitL1.R
clogitL1/R/clogitL1.R
clogitL1/R/RcppExports.R
clogitL1/MD5
clogitL1/DESCRIPTION
clogitL1/man
clogitL1/man/print.clogitL1.Rd
clogitL1/man/clogitL1-package.Rd
clogitL1/man/plot.cv.clogitL1.Rd
clogitL1/man/cv.clogitL1.Rd
clogitL1/man/clogitL1.Rd
clogitL1/man/summary.clogitL1.Rd
clogitL1/man/summary.cv.clogitL1.Rd
clogitL1/man/plot.clogitL1.Rd