lmmlasso: Linear mixed-effects models with Lasso

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

Author
Juerg Schelldorfer
Date of publication
2011-04-15 10:29:50
Maintainer
Juerg Schelldorfer <schell@stat.math.ethz.ch>
License
GPL
Version
0.1-2

View on CRAN

Man pages

classroomStudy
Dataset of students math achievements
lmmlasso
Function to fit high-dimensional (gaussian) linear...
lmmlassoControl
Options for the lmmlasso Algorithm
lmmlasso-internal
Internal lmmlasso objects
lmmlasso-package
lmmlasso
plot.lmmlasso
Diagnostic Plots for a lmmlasso object
print.lmmlasso
Print a short summary of a lmmlasso object.
summary.lmmlasso
Summarize an lmmlasso object

Files in this package

lmmlasso
lmmlasso/NAMESPACE
lmmlasso/man
lmmlasso/man/lmmlasso-internal.Rd
lmmlasso/man/classroomStudy.Rd
lmmlasso/man/lmmlassoControl.Rd
lmmlasso/man/lmmlasso-package.Rd
lmmlasso/man/lmmlasso.Rd
lmmlasso/man/print.lmmlasso.Rd
lmmlasso/man/summary.lmmlasso.Rd
lmmlasso/man/plot.lmmlasso.Rd
lmmlasso/DESCRIPTION
lmmlasso/data
lmmlasso/data/classroomStudy.rda
lmmlasso/R
lmmlasso/R/methods.R
lmmlasso/R/lmmlassoControl.R
lmmlasso/R/zzz.R
lmmlasso/R/helpers.R
lmmlasso/R/lmmlasso.R