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

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

Author
Edward Grant, Kenneth Lange, Tong Tong Wu
Date of publication
2013-05-17 22:34:35
Maintainer
Edward Grant <edward.m.grant@gmail.com>
License
GPL-2
Version
1.1

View on CRAN

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...

Files in this package

CDLasso
CDLasso/MD5
CDLasso/src
CDLasso/src/CDLasso.f90
CDLasso/man
CDLasso/man/summary.logit.reg.Rd
CDLasso/man/summary.l2.reg.Rd
CDLasso/man/summary.l1.reg.Rd
CDLasso/man/print.logit.reg.Rd
CDLasso/man/print.l2.reg.Rd
CDLasso/man/print.l1.reg.Rd
CDLasso/man/print.cv.logit.reg.Rd
CDLasso/man/print.cv.l2.reg.Rd
CDLasso/man/print.cv.l1.reg.Rd
CDLasso/man/plot.cv.logit.reg.Rd
CDLasso/man/plot.cv.l2.reg.Rd
CDLasso/man/plot.cv.l1.reg.Rd
CDLasso/man/logit.reg.Rd
CDLasso/man/l2.reg.Rd
CDLasso/man/l1.reg.Rd
CDLasso/man/cv.logit.reg.Rd
CDLasso/man/cv.l2.reg.Rd
CDLasso/man/cv.l1.reg.Rd
CDLasso/man/CDLasso-package.Rd
CDLasso/R
CDLasso/R/summary.logit.reg.R
CDLasso/R/summary.l2.reg.R
CDLasso/R/summary.l1.reg.R
CDLasso/R/print.logit.reg.R
CDLasso/R/print.l2.reg.R
CDLasso/R/print.l1.reg.R
CDLasso/R/print.cv.logit.reg.R
CDLasso/R/print.cv.l2.reg.R
CDLasso/R/print.cv.l1.reg.R
CDLasso/R/plot.cv.logit.reg.R
CDLasso/R/plot.cv.l2.reg.R
CDLasso/R/plot.cv.l1.reg.R
CDLasso/R/logit.reg.default.R
CDLasso/R/logit.reg.R
CDLasso/R/l2.reg.default.R
CDLasso/R/l2.reg.R
CDLasso/R/l1.reg.default.R
CDLasso/R/l1.reg.R
CDLasso/R/cv.logit.reg.default.R
CDLasso/R/cv.logit.reg.R
CDLasso/R/cv.l2.reg.default.R
CDLasso/R/cv.l2.reg.R
CDLasso/R/cv.l1.reg.default.R
CDLasso/R/cv.l1.reg.R
CDLasso/R/CDLasso-internal.R
CDLasso/NAMESPACE
CDLasso/DESCRIPTION