robustlmm: Robust Linear Mixed Effects Models

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.

Install the latest version of this package by entering the following in R:
install.packages("robustlmm")
AuthorManuel Koller
Date of publication2017-04-09 14:14:29 UTC
MaintainerManuel Koller <koller.manuel@gmail.com>
LicenseGPL-2
Version2.1-3
https://github.com/kollerma/robustlmm

View on CRAN

Functions

chgDefaults Man page
chgDefaults,Rcpp_HuberPsi-method Man page
chgDefaults,Rcpp_PsiFunction-method Man page
chgDefaults,Rcpp_PsiFunctionToPropIIPsiFunctionWrapper-method Man page
chgDefaults,Rcpp_SmoothPsi-method Man page
coef.rlmerMod Man page
compare Man page
cPsi Man page
deviance.rlmerMod Man page
extractAIC.rlmerMod Man page
family.rlmerMod Man page
fitted.rlmerMod Man page
fixef.rlmerMod Man page
formula.rlmerMod Man page
getInfo Man page
getInfo.lmerMod Man page
getInfo.rlmerMod Man page
getME Man page
getME.rlmerMod Man page
huberPsiRcpp Man page
isGLMM.rlmerMod Man page
isLMM.rlmerMod Man page
isNLMM.rlmerMod Man page
isREML.rlmerMod Man page
lmerNoFit Man page
logLik.rlmerMod Man page
model.frame.rlmerMod Man page
model.matrix.rlmerMod Man page
nobs.rlmerMod Man page
plot-methods Man page
plot,Rcpp_HuberPsi-method Man page
plot,Rcpp_PsiFunction-method Man page
plot,Rcpp_PsiFunctionToPropIIPsiFunctionWrapper-method Man page
plot,Rcpp_SmoothPsi-method Man page
plot.rlmerMod Man page
predict.rlmerMod Man page
print.rlmerMod Man page
print.rlmerMod_plots Man page
print.summary.rlmer Man page
print.VarCorr.rlmerMod Man page
print.xtable.comparison.table Man page
psi2propII Man page
psi2propII,Rcpp_HuberPsi-method Man page
psi2propII,Rcpp_PsiFunction-method Man page
psi2propII,Rcpp_PsiFunctionToPropIIPsiFunctionWrapper-method Man page
psi2propII,Rcpp_SmoothPsi-method Man page
psi-functions Man page
ranef.rlmerMod Man page
resid.rlmerMod Man page
residuals.rlmerMod Man page
rlmer Man page
rlmerMod-class Man page
robustlmm Man page
robustlmm-package Man page
show Man page
show,Rcpp_HuberPsi-method Man page
show,Rcpp_PsiFunction-method Man page
show,Rcpp_PsiFunctionToPropIIPsiFunctionWrapper-method Man page
show,Rcpp_SmoothPsi-method Man page
show.rlmerMod Man page
show,rlmerMod-method Man page
show.summary.rlmerMod Man page
sigma.rlmerMod Man page
smoothPsi Man page
summary.rlmerMod Man page
summary.summary.rlmerMod Man page
terms.rlmerMod Man page
theta Man page
update.rlmerMod Man page
VarCorr.rlmerMod Man page
VarCorr.summary.rlmerMod Man page
vcov.rlmerMod Man page
vcov.summary.rlmerMod Man page
weights.rlmerMod Man page
xtable.comparison.table Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.