LMERConvenienceFunctions: Model Selection and Post-hoc Analysis for (G)LMER Models

The main function of the package is to perform backward selection of fixed effects, forward fitting of the random effects, and post-hoc analysis using parallel capabilities. Other functionality includes the computation of ANOVAs with upper- or lower-bound p-values and R-squared values for each model term, model criticism plots, data trimming on model residuals, and data visualization. The data to run examples is contained in package LCF_data.

Author
Antoine Tremblay, Dalhousie University, and Johannes Ransijn, University of Copenhagen
Date of publication
2015-01-31 18:06:09
Maintainer
"Antoine Tremblay, Dalhousie University" <trea26@gmail.com>
License
GPL-2
Version
2.10

View on CRAN

Man pages

bfFixefLMER_F.fnc
Back-fits an LMER model on p-values from ANOVA, llrt, AIC,...
bfFixefLMER_t.fnc
Back-fits an LMER model on absolute t-value and, optionally,...
cd
Change directory.
cdf
Change directory; list files and directories in new directory...
cdup
Change directory one level up.
cn
List the column names of a data frame in matrix format.
f
List files and directories in current directory.
ffRanefLMER.fnc
Forward-fit the random effect structure of an LMER model.
fitLMER.fnc
Back-fit fixed effects and forward-fit random effects of an...
LMERConvenienceFunctions-package
Model Selection and Post-hoc Analysis for (G)LMER Models
mcp.fnc
Model criticism plots.
mcposthoc.fnc
Posthoc analyses for LMER models using parallel capabilities.
pamer.fnc
ANOVA with upper- and lower-bound _p_-values and R-sqaured...
perSubjectTrim.fnc
Per-subject Trimming of Response Variable.
plotDensity3d.fnc
Kernel density estimation for two continuous variables.
plotLMER3d.fnc
Dynamic 3d plot for 'mer' object.
plotLMER.fnc
plot a mer object
plotRaw3d.fnc
Visualize raw surface averages (3d)
relLik
Relative log-likehood.
romr.fnc
Exclude outliers.
summary.mcposthoc
Summarize a "mcposthoc" object.

Files in this package

LMERConvenienceFunctions
LMERConvenienceFunctions/NAMESPACE
LMERConvenienceFunctions/NEWS
LMERConvenienceFunctions/R
LMERConvenienceFunctions/R/bfFixefLMER_F.fnc.R
LMERConvenienceFunctions/R/bfFixefLMER_t.fnc.R
LMERConvenienceFunctions/R/relLik.R
LMERConvenienceFunctions/R/adjust.se.R
LMERConvenienceFunctions/R/cdf.R
LMERConvenienceFunctions/R/cn.R
LMERConvenienceFunctions/R/cdup.R
LMERConvenienceFunctions/R/perSubjectTrim.fnc.R
LMERConvenienceFunctions/R/summary.mcposthoc.R
LMERConvenienceFunctions/R/pamer.fnc.R
LMERConvenienceFunctions/R/plotDensity3d.fnc.R
LMERConvenienceFunctions/R/f.R
LMERConvenienceFunctions/R/plotRaw3d.fnc.R
LMERConvenienceFunctions/R/plotLMER.fnc.R
LMERConvenienceFunctions/R/romr.fnc.R
LMERConvenienceFunctions/R/mcposthoc.fnc.R
LMERConvenienceFunctions/R/mcp.fnc.R
LMERConvenienceFunctions/R/plotLMER3d.fnc.R
LMERConvenienceFunctions/R/cd.R
LMERConvenienceFunctions/R/fitLMER.fnc.R
LMERConvenienceFunctions/R/ffRanefLMER.fnc.R
LMERConvenienceFunctions/MD5
LMERConvenienceFunctions/DESCRIPTION
LMERConvenienceFunctions/man
LMERConvenienceFunctions/man/LMERConvenienceFunctions-package.Rd
LMERConvenienceFunctions/man/plotDensity3d.fnc.Rd
LMERConvenienceFunctions/man/ffRanefLMER.fnc.Rd
LMERConvenienceFunctions/man/pamer.fnc.Rd
LMERConvenienceFunctions/man/plotLMER.fnc.Rd
LMERConvenienceFunctions/man/cn.Rd
LMERConvenienceFunctions/man/plotRaw3d.fnc.Rd
LMERConvenienceFunctions/man/bfFixefLMER_t.fnc.Rd
LMERConvenienceFunctions/man/cdf.Rd
LMERConvenienceFunctions/man/relLik.Rd
LMERConvenienceFunctions/man/plotLMER3d.fnc.Rd
LMERConvenienceFunctions/man/fitLMER.fnc.Rd
LMERConvenienceFunctions/man/bfFixefLMER_F.fnc.Rd
LMERConvenienceFunctions/man/summary.mcposthoc.Rd
LMERConvenienceFunctions/man/mcposthoc.fnc.Rd
LMERConvenienceFunctions/man/mcp.fnc.Rd
LMERConvenienceFunctions/man/cdup.Rd
LMERConvenienceFunctions/man/cd.Rd
LMERConvenienceFunctions/man/romr.fnc.Rd
LMERConvenienceFunctions/man/f.Rd
LMERConvenienceFunctions/man/perSubjectTrim.fnc.Rd