catregs: Post-Estimation Functions for Generalized Linear Mixed Models
Several functions for working with mixed effects regression models for limited dependent variables. The functions facilitate post-estimation of model predictions or margins, and comparisons between model predictions for assessing or probing moderation. Additional helper functions facilitate model comparisons and implements simulation-based inference for model predictions of alternative-specific outcome models. See also, Melamed and Doan (2024, ISBN: 978-1032509518).
| Version: | 1.2.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | methods |
| Suggests: | tidyverse, ggplot2, MASS, emmeans, pscl, nnet, marginaleffects, ggpubr, knitr, rmarkdown, Epi, dplyr, ordinal, nlme, lme4 |
| Published: | 2024-09-04 |
| DOI: | 10.32614/CRAN.package.catregs |
| Author: | David Melamed 
[aut, cre] |
| Maintainer: | David Melamed <dmmelamed at gmail.com> |
| License: | GPL-2 | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | catregs results |
Documentation:
| Reference manual: | catregs.pdf |
| Vignettes: |
compare.margins (source, R code) count.fit (source, R code) diagn (source, R code) first.diff.fitted (source, R code) list.coef (source, R code) margins.dat (source, R code) margins.dat.clogit (source, R code) margins.des (source, R code) rubins.rule (source) second.diff.fitted (source, R code) |
Downloads:
| Package source: | catregs_1.2.2.tar.gz |
| Windows binaries: | r-devel: catregs_1.2.2.zip, r-release: catregs_1.2.2.zip, r-oldrel: catregs_1.2.2.zip |
| macOS binaries: | r-release (arm64): catregs_1.2.2.tgz, r-oldrel (arm64): catregs_1.2.2.tgz, r-release (x86_64): catregs_1.2.2.tgz, r-oldrel (x86_64): catregs_1.2.2.tgz |
| Old sources: | catregs archive |
Linking:
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