CDLasso: Coordinate Descent Algorithms for Lasso Penalized L1, L2, and Logistic Regression
Version 1.1

Coordinate Descent Algorithms for Lasso Penalized L1, L2, and Logistic Regression

AuthorEdward Grant, Kenneth Lange, Tong Tong Wu
Date of publication2013-05-17 22:34:35
MaintainerEdward Grant <edward.m.grant@gmail.com>
LicenseGPL-2
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("CDLasso")

Getting started

Package overview

Popular man pages

CDLasso-package: Coordinate descent algorithms for L1 and L2 regression
cv.l1.reg: k-fold Cross Validation
l1.reg: Greedy Coordinate Descent for L1 regression
l2.reg: Cyclic Coordinate Descent for L2 regression
logit.reg: Cyclic Coordinate Descent for Logistic regression
print.logit.reg: Print results of Cyclic Coordinate Descent for Logistic...
summary.l1.reg: Print all results of Greedy Coordinate Descent for L1...
See all...

All man pages Function index File listing

Man pages

CDLasso-package: Coordinate descent algorithms for L1 and L2 regression
cv.l1.reg: k-fold Cross Validation
cv.l2.reg: k-fold Cross Validation
cv.logit.reg: k-fold Cross Validation
l1.reg: Greedy Coordinate Descent for L1 regression
l2.reg: Cyclic Coordinate Descent for L2 regression
logit.reg: Cyclic Coordinate Descent for Logistic regression
plot.cv.l1.reg: Cross validation plot
plot.cv.l2.reg: Cross validation plot
plot.cv.logit.reg: Cross validation plot
print.cv.l1.reg: Print results of Greedy Coordinate Descent for L1 Regression
print.cv.l2.reg: Print results of Greedy Coordinate Descent for L2 Regression
print.cv.logit.reg: Print results of Greedy Coordinate Descent for Logistic...
print.l1.reg: Print results of Greedy Coordinate Descent for L1 Regression
print.l2.reg: Print results of Cyclic Coordinate Descent for L2 Regression
print.logit.reg: Print results of Cyclic Coordinate Descent for Logistic...
summary.l1.reg: Print all results of Greedy Coordinate Descent for L1...
summary.l2.reg: Print all results of Cyclic Coordinate Descent for L2...
summary.logit.reg: Print all results of Cyclic Coordinate Descent for Logistic...

Functions

Files

MD5
src
src/CDLasso.f90
man
man/summary.logit.reg.Rd
man/summary.l2.reg.Rd
man/summary.l1.reg.Rd
man/print.logit.reg.Rd
man/print.l2.reg.Rd
man/print.l1.reg.Rd
man/print.cv.logit.reg.Rd
man/print.cv.l2.reg.Rd
man/print.cv.l1.reg.Rd
man/plot.cv.logit.reg.Rd
man/plot.cv.l2.reg.Rd
man/plot.cv.l1.reg.Rd
man/logit.reg.Rd
man/l2.reg.Rd
man/l1.reg.Rd
man/cv.logit.reg.Rd
man/cv.l2.reg.Rd
man/cv.l1.reg.Rd
man/CDLasso-package.Rd
R
R/summary.logit.reg.R
R/summary.l2.reg.R
R/summary.l1.reg.R
R/print.logit.reg.R
R/print.l2.reg.R
R/print.l1.reg.R
R/print.cv.logit.reg.R
R/print.cv.l2.reg.R
R/print.cv.l1.reg.R
R/plot.cv.logit.reg.R
R/plot.cv.l2.reg.R
R/plot.cv.l1.reg.R
R/logit.reg.default.R
R/logit.reg.R
R/l2.reg.default.R
R/l2.reg.R
R/l1.reg.default.R
R/l1.reg.R
R/cv.logit.reg.default.R
R/cv.logit.reg.R
R/cv.l2.reg.default.R
R/cv.l2.reg.R
R/cv.l1.reg.default.R
R/cv.l1.reg.R
R/CDLasso-internal.R
NAMESPACE
DESCRIPTION
CDLasso documentation built on May 19, 2017, 7:54 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.