glmmixedlasso: Generalized Linear Mixed Models with Lasso

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This package fits generalized linear mixed models for high-dimensional data (n<<p) using a Lasso-type approach for the fixed-effects parameter.

Author
Juerg Schelldorfer
Date of publication
2012-12-06 08:11:45
Maintainer
Lukas Meier <meier@stat.math.ethz.ch>
License
GPL
Version
0.1-21

View on R-Forge

Man pages

glmmlasso
Function to fit high-dimensional generalized linear mixed...
glmmlassoControl
Options for the glmmlasso algorithm
glmmlasso-internal
Internal glmmlasso objects
glmmlasso-package
glmmlasso
plot.glmmlasso
Diagnostic Plots for a lmmlasso object
print.glmmlasso
Print a short summary of a lmmlasso object.
summary.glmmlasso
Summarize a glmmlasso object
xerop
Dataset of Xerophthalmia

Files in this package

glmmixedlasso
glmmixedlasso/data
glmmixedlasso/data/xerop.rda
glmmixedlasso/R
glmmixedlasso/R/methods.R
glmmixedlasso/R/glmmlasso.R
glmmixedlasso/R/helpers.R
glmmixedlasso/R/glmmlassoControl.R
glmmixedlasso/R/zzz.R
glmmixedlasso/NAMESPACE
glmmixedlasso/DESCRIPTION
glmmixedlasso/man
glmmixedlasso/man/glmmlassoControl.Rd
glmmixedlasso/man/print.glmmlasso.Rd
glmmixedlasso/man/glmmlasso-package.Rd
glmmixedlasso/man/plot.glmmlasso.Rd
glmmixedlasso/man/summary.glmmlasso.Rd
glmmixedlasso/man/xerop.Rd
glmmixedlasso/man/glmmlasso.Rd
glmmixedlasso/man/glmmlasso-internal.Rd