Provides methods for extracting results from mixed-effect model objects fit with the 'lme4' package. Allows construction of prediction intervals efficiently from large scale linear and generalized linear mixed-effects models. This method draws from the simulation framework used in the Gelman and Hill (2007) textbook: Data Analysis Using Regression and Multilevel/Hierarchical Models.
| Version: | 0.6.3 |
| Depends: | R (≥ 3.0.2),arm,lme4 (≥ 1.1-11), methods |
| Imports: | dplyr,mvtnorm,foreach,shiny,abind,ggplot2,blme,broom.mixed,Matrix |
| Suggests: | testthat,knitr,rmarkdown, parallel,nlme,future.apply,rstanarm,Amelia,DT |
| Published: | 2025-09-05 |
| DOI: | 10.32614/CRAN.package.merTools |
| Author: | Jared E. Knowles [aut, cre], Carl Frederick [aut], Alex Whitworth [ctb] |
| Maintainer: | Jared E. Knowles <jared at civilytics.com> |
| BugReports: | https://github.com/jknowles/merTools/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| In views: | MixedModels |
| CRAN checks: | merTools results |
| Reference manual: | merTools.html ,merTools.pdf |
| Vignettes: | Prediction Intervals from merMod Objects (source) Imputation (source) Marginalizing Random Effect Levels (source) An Introduction to merTools (source) |
| Package source: | merTools_0.6.3.tar.gz |
| Windows binaries: | r-devel:merTools_0.6.3.zip, r-release:merTools_0.6.3.zip, r-oldrel:merTools_0.6.3.zip |
| macOS binaries: | r-release (arm64):merTools_0.6.3.tgz, r-oldrel (arm64):merTools_0.6.3.tgz, r-release (x86_64):merTools_0.6.3.tgz, r-oldrel (x86_64):merTools_0.6.3.tgz |
| Old sources: | merTools archive |
| Reverse imports: | CalibrationCurves |
| Reverse suggests: | insight,rmcorr |
Please use the canonical formhttps://CRAN.R-project.org/package=merToolsto link to this page.