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 <bolker at mcmaster.ca> |
| 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 |