robustlmm: Robust Linear Mixed Effects Models

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A method to fit linear mixed effects models robustly. Robustness is achieved by modification of the scoring equations combined with the Design Adaptive Scale approach.

Author
Manuel Koller
Date of publication
2016-12-01 11:28:26
Maintainer
Manuel Koller <koller.manuel@gmail.com>
License
GPL-2
Version
2.1
URLs

View on CRAN

Man pages

chgDefaults
Change default arguments
compare
Create comparison charts for multiple fits
getME
Extract or Get Generalize Components from a Fitted Mixed...
other
Other methods
plot-methods
Plot an Object of the "Psi Function" Class
plot.rlmerMod
Plot Method for "rlmerMod" objects.
psi2propII
Convert to Propsal II weight function
psi-functions
Classical, Huber and smoothed Huber psi- or rho-functions
residuals.rlmerMod
Get residuals
rlmer
Robust linear mixed models
rlmerMod-class
rlmerMod Class
robustlmm-package
Robust linear mixed effects models

Files in this package

robustlmm
robustlmm/inst
robustlmm/inst/CITATION
robustlmm/inst/doc
robustlmm/inst/doc/sleepstudy.R
robustlmm/inst/doc/rlmer.Rnw
robustlmm/inst/doc/plots.R
robustlmm/inst/doc/Penicillin.R
robustlmm/inst/doc/rlmer.R
robustlmm/inst/doc/ggplot.theme.R
robustlmm/inst/doc/rlmer.pdf
robustlmm/inst/include
robustlmm/inst/include/robustlmm.h
robustlmm/tests
robustlmm/tests/getME.R
robustlmm/tests/subset.R
robustlmm/tests/testMatrices.R
robustlmm/tests/PsiFunction.R
robustlmm/tests/genericFunctions.R
robustlmm/tests/DAS-scale.R
robustlmm/tests/rlmerMod.R
robustlmm/tests/getME.Rout.save
robustlmm/tests/compare-methods.Rout.save
robustlmm/tests/psi-rho-funs.R
robustlmm/tests/compare-methods.R
robustlmm/tests/expectations.R
robustlmm/tests/tau.R
robustlmm/src
robustlmm/src/PsiFunction.cpp
robustlmm/src/globals.h
robustlmm/NAMESPACE
robustlmm/R
robustlmm/R/helpers.R
robustlmm/R/accessors.R
robustlmm/R/plot.R
robustlmm/R/fromLme4.R
robustlmm/R/psiFunc2.R
robustlmm/R/AllClass.R
robustlmm/R/DAS-scale.R
robustlmm/R/mutators.R
robustlmm/R/fit.effects.R
robustlmm/R/ghq.R
robustlmm/R/rlmer.R
robustlmm/R/AllGeneric.R
robustlmm/R/lmer.R
robustlmm/vignettes
robustlmm/vignettes/Figures
robustlmm/vignettes/Figures/fig-ex-penicillin-contaminated.pdf
robustlmm/vignettes/Figures/fig-convergence.pdf
robustlmm/vignettes/efficiency-table-lqq-locationScale.tex
robustlmm/vignettes/efficiency-table-B-optimal.tex
robustlmm/vignettes/jsslogo.pdf
robustlmm/vignettes/efficiency-table-lqq.tex
robustlmm/vignettes/rlmer.Rnw
robustlmm/vignettes/rlmer.bib
robustlmm/vignettes/jss.dtx
robustlmm/vignettes/tuning-constants-table.tex
robustlmm/vignettes/rlmer.sty
robustlmm/README.md
robustlmm/MD5
robustlmm/build
robustlmm/build/vignette.rds
robustlmm/DESCRIPTION
robustlmm/man
robustlmm/man/getME.Rd
robustlmm/man/other.Rd
robustlmm/man/plot-methods.Rd
robustlmm/man/psi2propII.Rd
robustlmm/man/chgDefaults.Rd
robustlmm/man/rlmer.Rd
robustlmm/man/robustlmm-package.Rd
robustlmm/man/residuals.rlmerMod.Rd
robustlmm/man/plot.rlmerMod.Rd
robustlmm/man/compare.Rd
robustlmm/man/psi-functions.Rd
robustlmm/man/rlmerMod-class.Rd