LMERConvenienceFunctions: Model Selection and Post-Hoc Analysis for (G)LMER Models (original) (raw)
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" |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Materials: | |
| In views: | MixedModels |
| CRAN checks: | LMERConvenienceFunctions results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=LMERConvenienceFunctionsto link to this page.