SALES: Elastic Net and (Adaptive) Lasso Penalized Sparse Asymmetric Least Squares (SALES) and Coupled Sparse Asymmetric Least Squares (COSALES) using Coordinate Descent and Proximal Gradient Algorithms
Version 1.0.0

A coordinate descent algorithm for computing the solution path of the sparse and coupled sparse asymmetric least squares, including the elastic net and (adaptive) Lasso penalized SALES and COSALES regressions.

Browse man pages Browse package API and functions Browse package files

AuthorYuwen Gu <guxxx192@umn.edu>, Hui Zou <zouxx019@umn.edu>
Date of publication2016-01-12 22:07:08
MaintainerYuwen Gu <guxxx192@umn.edu>
LicenseGPL-2
Version1.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SALES")

Man pages

coef.cpernet: Get coefficients from a cpernet object
coef.cv.cpernet: Get coefficients from a cv.cpernet object
coef.cv.ernet: Get coefficients from a cv.ernet object
coef.ernet: Get coefficients from an ernet object
cpernet: Regularization paths for the coupled sparse asymmetric least...
cv.cpernet: Cross-validation for cpernet
cv.ernet: Cross-validation for ernet
ernet: Regularization paths for the sparse asymmetric least squares...
plot.cpernet: Plot coefficients from a cpernet object
plot.cv.cpernet: Plot the cross-validated curve produced by cv.cpernet
plot.cv.ernet: Plot the cross-validated curve produced by cv.ernet
plot.ernet: Plot coefficients from an ernet object
predict.cpernet: Make predictions from a cpernet object
predict.cv.cpernet: make predictions from a cv.cpernet object
predict.cv.ernet: make predictions from a cv.ernet object
predict.ernet: Make predictions from an ernet object
print.cpernet: Print a cpernet object
print.ernet: Print an ernet object

Functions

alspath Source code
coef.alspath Man page Source code
coef.cpalspath Man page Source code
coef.cpernet Man page Source code
coef.cv.cpernet Man page Source code
coef.cv.ernet Man page Source code
coef.ernet Man page Source code
cpalspath Source code
cpernet Man page Source code
cv.alspath Source code
cv.cpalspath Source code
cv.cpernet Man page Source code
cv.ernet Man page Source code
ercls Source code
ernet Man page Source code
err Source code
error.bars Source code
getmin Source code
getoutput Source code
lambda.interp Source code
lamfix Source code
nonzero Source code
plot.cpernet Man page Source code
plot.cv.cpernet Man page Source code
plot.cv.ernet Man page Source code
plot.ernet Man page Source code
predict.alspath Man page Source code
predict.cpalspath Man page Source code
predict.cpernet Man page Source code
predict.cv.cpernet Man page Source code
predict.cv.ernet Man page Source code
predict.ernet Man page Source code
print.cpernet Man page Source code
print.ernet Man page Source code
zeromat Source code

Files

src
src/cpalslassoNet.f90
src/alslassoNET.f90
src/auxiliary.f90
NAMESPACE
R
R/predict.cpalspath.R
R/cv.alspath.R
R/predict.cv.ernet.R
R/print.cpernet.R
R/plot.cv.ernet.R
R/cpernet.R
R/print.ernet.R
R/predict.cv.cpernet.R
R/alspath.R
R/plot.cpernet.R
R/coef.ernet.R
R/coef.alspath.R
R/utilities.R
R/predict.alspath.R
R/predict.cpernet.R
R/cpalspath.R
R/cv.cpalspath.R
R/coef.cpernet.R
R/coef.cv.ernet.R
R/ernet.R
R/cv.ernet.R
R/coef.cpalspath.R
R/cv.cpernet.R
R/coef.cv.cpernet.R
R/plot.cv.cpernet.R
R/predict.ernet.R
R/plot.ernet.R
MD5
DESCRIPTION
ChangeLog
man
man/coef.cpernet.Rd
man/predict.ernet.Rd
man/print.cpernet.Rd
man/plot.cv.ernet.Rd
man/predict.cv.ernet.Rd
man/cpernet.Rd
man/plot.ernet.Rd
man/plot.cpernet.Rd
man/coef.ernet.Rd
man/predict.cv.cpernet.Rd
man/cv.cpernet.Rd
man/coef.cv.cpernet.Rd
man/coef.cv.ernet.Rd
man/print.ernet.Rd
man/plot.cv.cpernet.Rd
man/predict.cpernet.Rd
man/cv.ernet.Rd
man/ernet.Rd
SALES documentation built on May 19, 2017, 3:54 p.m.