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: | 0.2.1 |
Depends: | R (≥ 3.5.0) |
Imports: | methods |
Suggests: | tidyverse, ggplot2, MASS, emmeans, pscl, nnet, marginaleffects, ggpubr, knitr, rmarkdown, Epi, dplyr, ordinal, nlme, lme4 |
Published: | 2024-07-11 |
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 |
Reference manual: | catregs.pdf |
Vignettes: |
compare.margins count.fit diagn first.diff.fitted list.coef margins.dat margins.dat.clogit margins.des rubins.rule second.diff.fitted |
Package source: | catregs_0.2.1.tar.gz |
Windows binaries: | r-devel: catregs_0.2.1.zip, r-release: catregs_0.2.1.zip, r-oldrel: catregs_0.2.1.zip |
macOS binaries: | r-release (arm64): catregs_0.2.1.tgz, r-oldrel (arm64): catregs_0.2.1.tgz, r-release (x86_64): catregs_0.2.1.tgz, r-oldrel (x86_64): catregs_0.2.1.tgz |
Old sources: | catregs archive |
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