modelbased: Estimation of Model-Based Predictions, Contrasts and Means

Implements a general interface for model-based estimations for a wide variety of models, used in the computation of marginal means, contrast analysis and predictions. For a list of supported models, see 'insight::supported_models()'.

Version: 0.10.0
Depends: R (≥ 3.6)
Imports: bayestestR (≥ 0.15.1), datawizard (≥ 1.0.0), insight (≥ 1.0.1), parameters (≥ 0.24.1), graphics, stats, tools, utils
Suggests: BH, betareg, bootES, brms, coda, collapse, correlation, curl, easystats, effectsize (≥ 1.0.0), emmeans (≥ 1.10.2), Formula, gamm4, gganimate, ggplot2, glmmTMB, httr2, knitr, lme4, lmerTest, logspline, MASS, Matrix, marginaleffects (≥ 0.25.0), mice, mgcv, nanoparquet, ordinal, performance (≥ 0.13.0), patchwork, pbkrtest, poorman, pscl, RcppEigen, report, rmarkdown, rstanarm, rtdists, sandwich, see (≥ 0.9.0), testthat (≥ 3.2.1), vdiffr, withr
Published: 2025-03-10
DOI: 10.32614/CRAN.package.modelbased
Author: Dominique Makowski ORCID iD [aut, cre], Daniel Lüdecke ORCID iD [aut], Mattan S. Ben-Shachar ORCID iD [aut], Indrajeet Patil ORCID iD [aut], Rémi Thériault ORCID iD [aut]
Maintainer: Dominique Makowski <dom.makowski at gmail.com>
BugReports: https://github.com/easystats/modelbased/issues
License: GPL-3
URL: https://easystats.github.io/modelbased/
NeedsCompilation: no
Language: en-US
Citation: modelbased citation info
Materials: README NEWS
In views: CausalInference
CRAN checks: modelbased results

Documentation:

Reference manual: modelbased.pdf
Vignettes: Contrasts and pairwise comparisons (source, R code)
Slopes, floodlight and spotlight analysis (Johnson-Neyman intervals) (source, R code)
Contrasts and comparisons for generalized linear models (source, R code)
Contrasts and comparisons for zero-inflation models (source, R code)
Overview of Vignettes (source, R code)

Downloads:

Package source: modelbased_0.10.0.tar.gz
Windows binaries: r-devel: modelbased_0.9.0.zip, r-release: modelbased_0.10.0.zip, r-oldrel: modelbased_0.9.0.zip
macOS binaries: r-devel (arm64): modelbased_0.10.0.tgz, r-release (arm64): modelbased_0.10.0.tgz, r-oldrel (arm64): modelbased_0.10.0.tgz, r-devel (x86_64): modelbased_0.10.0.tgz, r-release (x86_64): modelbased_0.10.0.tgz, r-oldrel (x86_64): modelbased_0.10.0.tgz
Old sources: modelbased archive

Reverse dependencies:

Reverse imports: easystats, see
Reverse suggests: bayestestR, datawizard, ggeffects, insight, marginaleffects, parameters, rempsyc, report

Linking:

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