glmmLasso: Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation
Version 1.5.1

A variable selection approach for generalized linear mixed models by L1-penalized estimation is provided.

Browse man pages Browse package API and functions Browse package files

AuthorAndreas Groll
Date of publication2017-05-06 09:05:52 UTC
MaintainerAndreas Groll <groll@mathematik.uni-muenchen.de>
LicenseGPL-2
Version1.5.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("glmmLasso")

Man pages

acat: Family Object for Ordinal Regression with Adjacent Categories...
cumulative: Family Object for Ordinal Regression with Cumulative...
glmmLasso: Variable Selection for Generalized Linear Mixed Models by...
glmmLassoControl: Control Values for 'glmmLasso' fit
knee: Clinical pain study on knee data
soccer: German Bundesliga data for the seasons 2008-2010

Functions

acat Man page Source code
blockstand Source code
bs.design Source code
correct.cat Source code
cumulative Man page Source code
est.glmmLasso Source code
est.glmmLasso.RE Source code
est.glmmLasso.noRE Source code
glmmLasso Man page Source code
glmmLassoControl Man page Source code
glmm_final Source code
glmm_final_multi_random Source code
glmm_final_multi_random_smooth Source code
glmm_final_noRE Source code
glmm_final_smooth Source code
glmm_final_smooth_noRE Source code
gradient.lasso Source code
gradient.lasso.block Source code
knee Man page
likelihood Source code
likelihood_block Source code
likelihood_diag Source code
likelihood_nlminb Source code
logLik.glmmLasso Source code
plot.glmmLasso Source code
predict.glmmLasso Source code
print.glmmLasso Source code
print.summary.glmmLasso Source code
soccer Man page
summary.glmmLasso Source code
t.change Source code
taylor.opt Source code
taylor.opt.noRE Source code

Files

NAMESPACE
demo
demo/glmmLasso-soccer.r
demo/00Index
data
data/knee.RData
data/soccer.rda
R
R/logLik.glmmLasso.r
R/family_cumulative.R
R/glmm_final_noRE.R
R/helpers.R
R/glmm_final_multi_random_smooth.r
R/likelihood.r
R/glmmLassoControl.r
R/glmm_final.r
R/glmm_final_multi_random.r
R/glmmLasso.r
R/glmmLasso_RE.R
R/glmm_final.smooth_noRE.R
R/glmm_final.smooth.r
R/glmmLasso_noRE.R
R/bs.design.r
R/family_acat.R
MD5
DESCRIPTION
man
man/soccer.Rd
man/acat.Rd
man/cumulative.Rd
man/glmmLassoControl.rd
man/glmmLasso.rd
man/knee.Rd
glmmLasso documentation built on May 19, 2017, 8:15 p.m.