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.

AuthorManuel Koller
Date of publication2016-12-18 23:13:03
MaintainerManuel Koller <koller.manuel@gmail.com>
LicenseGPL-2
Version2.1-2
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_PsiFunction to Prop II PsiFunction wrapper-meth 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_PsiFunction to Prop II PsiFunction wrapper-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_PsiFunction to Prop II PsiFunction wrapper-metho 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_PsiFunction to Prop II PsiFunction wrapper-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

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/PsiFunction.h
robustlmm/src/Integration.cpp
robustlmm/src/Integration.h
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/efficiency-table-lqq.tex
robustlmm/vignettes/rlmer.Rnw
robustlmm/vignettes/rlmer.bib
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

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

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