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.

Version: 3.0
Depends: lme4
Imports: Matrix, LCFdata, fields, mgcv, parallel, methods, graphics
Published: 2020-10-06
DOI: 10.32614/CRAN.package.LMERConvenienceFunctions
Author: Antoine Tremblay, Statistics Canada, and Johannes Ransijn, University of Copenhagen
Maintainer: "Antoine Tremblay, Statistics Canada" <trea26 at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
In views: MixedModels
CRAN checks: LMERConvenienceFunctions results


Reference manual: LMERConvenienceFunctions.pdf


Package source: LMERConvenienceFunctions_3.0.tar.gz
Windows binaries: r-devel: LMERConvenienceFunctions_3.0.zip, r-release: LMERConvenienceFunctions_3.0.zip, r-oldrel: LMERConvenienceFunctions_3.0.zip
macOS binaries: r-release (arm64): LMERConvenienceFunctions_3.0.tgz, r-oldrel (arm64): LMERConvenienceFunctions_3.0.tgz, r-release (x86_64): LMERConvenienceFunctions_3.0.tgz, r-oldrel (x86_64): LMERConvenienceFunctions_3.0.tgz
Old sources: LMERConvenienceFunctions archive


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