lassogrp: Lasso Regression including group lasso and adaptive lasso
Version 1.0-3

Lasso Regression including group lasso and adaptive lasso

Browse man pages Browse package API and functions Browse package files

AuthorLukas Meier, Werner A. Stahel and Martin Maechler, ETH Zurich
Date of publication2015-10-24 12:41:07
MaintainerWerner A. Stahel <lassogrp-authors@stat.math.ethz.ch>
LicenseGPL (>= 2)
Version1.0-3
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lassogrp", repos="http://R-Forge.R-project.org")

Man pages

asphalt: Asphalt Rutting Data
cv.lasso: Cross Validation of a Lasso Fit
descr: Define and obtain the descr or tit attribute
extract.lassogrp: Extract Regression Results from a Lasso Fit
lambdamax: Lasso: get the Maximal lambda
lasso: Fit a (Generalized Linear) Model with Lasso
lassoControl: Options for the Group Lasso Algorithm
lassoControl-class: Class "lassoControl": Options for the Group Lasso Algorithm
lassogrp-internal: Internal Functions of 'lassogrp' Package
lassogrpModelmatrix: Model Matrix for Lasso
lassogrp-package: Lasso Regression including group lasso and adaptive lasso
lassoModel: Lasso Model Generation
lassoModel-class: Class "lassoModel": Group Lasso Models
methods-lassogrp: Prediction and Other Methods for 'lassogrp' Objects
plot.lassogrp: Plotting Method for 'lassogrp' Objects
print.lassogrp: Print lassogrp or lassofit Objects
splice: Dataset of human donor splice sites
stamp: Add an Identification Line to a Plot

Functions

LinReg Man page Source code
LogReg Man page Source code
PoissReg Man page Source code
[.lassogrp Man page
[}% <- needed for R CMD check {MM thinks this is bogous Man page
asphalt Man page
cv.lasso Man page Source code
descr Man page Source code
descr<- Man page
extract.lassogrp Man page Source code
fitted.lassogrp Man page Source code
formula.lassogrp Man page
get.blocks Man page Source code
lambdamax Man page Source code
lambdamax.default Man page Source code
lambdamax.formula Man page Source code
lasso Man page Source code
lasso.default Man page Source code
lasso.formula Man page Source code
lasso.lassogrp Man page Source code
lassoControl Man page Source code
lassoControl-class Man page
lassoGrpFit Man page Source code
lassoModel Man page Source code
lassoModel-class Man page
lassogrp-package Man page
lassogrp.default Man page
lassogrp.formula Man page
lassogrpModelmatrix Man page Source code
onLoad Source code
plot.lassogrp Man page Source code
predict.lassogrp Man page Source code
print.lassofit Man page Source code
print.lassogrp Man page Source code
show,lassoModel-method Man page
splice Man page
stamp Man page Source code
tit Man page Source code
tit<- Man page
varBlockStand Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/WS-tools.R
R/lassogrp.R
R/zzz.R
data
data/asphalt.rda
data/splice.rda
man
man/asphalt.Rd
man/cv.lasso.Rd
man/descr.Rd
man/extract.lassogrp.Rd
man/lambdamax.Rd
man/lasso.Rd
man/lassoControl-class.Rd
man/lassoControl.Rd
man/lassoModel-class.Rd
man/lassoModel.Rd
man/lassogrp-internal.Rd
man/lassogrp-package.Rd
man/lassogrpModelmatrix.Rd
man/methods-lassogrp.Rd
man/plot.lassogrp.Rd
man/print.lassogrp.Rd
man/splice.Rd
man/stamp.Rd
tests
tests/adaptive-checks.R
tests/test_centerscaling.R
tests/test_extractor.R
tests/test_grplasso.R
lassogrp documentation built on May 21, 2017, 2:45 a.m.