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 |
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