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CDLasso (version 1.1)

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

Description

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

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Version

Install

install.packages('CDLasso')

Monthly Downloads

27

Version

1.1

License

GPL-2

Maintainer

Edward Grant

Last Published

May 17th, 2013

Functions in CDLasso (1.1)

l2.reg

Cyclic Coordinate Descent for L2 regression
print.l2.reg

Print results of Cyclic Coordinate Descent for L2 Regression
summary.logit.reg

Print all results of Cyclic Coordinate Descent for Logistic Regression
plot.cv.logit.reg

Cross validation plot
cv.l2.reg

k-fold Cross Validation
print.l1.reg

Print results of Greedy Coordinate Descent for L1 Regression
summary.l2.reg

Print all results of 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 Regression
CDLasso-package

Coordinate descent algorithms for L1 and L2 regression
cv.l1.reg

k-fold Cross Validation
print.cv.logit.reg

Print results of Greedy Coordinate Descent for Logistic Regression
l1.reg

Greedy Coordinate Descent for L1 regression
plot.cv.l1.reg

Cross validation plot
summary.l1.reg

Print all results of Greedy Coordinate Descent for L1 Regression
print.cv.l1.reg

Print results of Greedy Coordinate Descent for L1 Regression
plot.cv.l2.reg

Cross validation plot
cv.logit.reg

k-fold Cross Validation
print.cv.l2.reg

Print results of Greedy Coordinate Descent for L2 Regression