broom.mixed: Tidying Methods for Mixed Models (original) (raw)
Convert fitted objects from various R mixed-model packages into tidy data frames along the lines of the 'broom' package. The package provides three S3 generics for each model: tidy(), which summarizes a model's statistical findings such as coefficients of a regression; augment(), which adds columns to the original data such as predictions, residuals and cluster assignments; and glance(), which provides a one-row summary of model-level statistics.
| Version: | 0.2.9.6 |
|---|---|
| Imports: | broom, coda, dplyr, forcats, methods, nlme, purrr, stringr, tibble, tidyr, furrr |
| Suggests: | brms, dotwhisker, knitr, testthat, gamlss, gamlss.data, ggplot2, GLMMadaptive, glmmADMB, glmmTMB, lmerTest, lme4, Matrix, MCMCglmm, mediation, mgcv, ordinal, pander, pbkrtest, posterior, rstan, rstanarm, rstantools, R2jags, TMB, rmarkdown |
| Published: | 2024-10-15 |
| DOI: | 10.32614/CRAN.package.broom.mixed |
| Author: | Ben Bolker  [aut, cre], David Robinson [aut], Dieter Menne [ctb], Jonah Gabry [ctb], Paul Buerkner [ctb], Christopher Hua [ctb], William Petry [ctb], Joshua Wiley [ctb], Patrick Kennedy [ctb], Eduard Szöcs [ctb] (BASF SE), Indrajeet Patil [ctb], Vincent Arel-Bundock [ctb], Bill Denney [ctb], Cory Brunson [ctb], Joe Wasserman [ctb], Alexey Stukalov [ctb], Matthieu Bruneaux [ctb] |
| Maintainer: | Ben Bolker |
| BugReports: | https://github.com/bbolker/broom.mixed/issues |
| License: | GPL-3 |
| URL: | https://github.com/bbolker/broom.mixed |
| NeedsCompilation: | no |
| Additional_repositories: | http://bbolker.github.io/drat |
| Materials: | NEWS |
| In views: | MixedModels |
| CRAN checks: | broom.mixed results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | autostats, censcyt, equatiomatic, eyetrackingR, gglm, glmmfields, jtools, konfound, merTools, mmiCATs, mtscr, scdtb, sfislands, StroupGLMM, swaprinc, webSDM |
|---|---|
| Reverse suggests: | broom.helpers, card, cardx, flextable, ggpmisc, glmmTMB, gtsummary, huxtable, interactions, jlme, jlmerclusterperm, LegATo, mice, micemd, midasHLA, modelsummary, nlmixr2est, panelr, parameters, rdss, specr, TidyConsultant |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=broom.mixedto link to this page.