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

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Documentation for package ‘CDLasso’ version 1.1

• DESCRIPTION file.

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