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.html , 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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