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Beta regression for modeling beta-distributed dependent variables on the open unit interval (0, 1), e.g., rates and proportions, see Cribari-Neto and Zeileis (2010) <doi:10.18637/jss.v034.i02>. Moreover, extended-support beta regression models can accommodate dependent variables with boundary observations at 0 and/or 1. For the classical beta regression model, alternative specifications are provided: Bias-corrected and bias-reduced estimation, finite mixture models, and recursive partitioning for beta regression, see Grün, Kosmidis, and Zeileis (2012) <doi:10.18637/jss.v048.i11>.
Version: | 3.2-1 |
Depends: | R (≥ 3.6.0) |
Imports: | graphics, grDevices, methods, stats, flexmix, Formula, lmtest, modeltools, sandwich |
Suggests: | car, distributions3 (≥ 0.2.1), knitr, lattice, numDeriv, partykit, quarto, statmod, strucchange |
Published: | 2024-09-12 |
DOI: | 10.32614/CRAN.package.betareg |
Author: | Achim Zeileis [aut, cre], Francisco Cribari-Neto [aut], Bettina Grün [aut], Ioannis Kosmidis [aut], Alexandre B. Simas [ctb] (earlier version by), Andrea V. Rocha [ctb] (earlier version by) |
Maintainer: | Achim Zeileis <Achim.Zeileis at R-project.org> |
BugReports: | https://topmodels.R-Forge.R-project.org/betareg/contact.html |
License: | GPL-2 | GPL-3 |
URL: | https://topmodels.R-Forge.R-project.org/betareg/ |
NeedsCompilation: | yes |
Citation: | betareg citation info |
Materials: | README NEWS |
In views: | Econometrics, Psychometrics |
CRAN checks: | betareg results |
Reference manual: | betareg.pdf |
Vignettes: |
Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned (source, R code) Beta Regression in R (source, R code) |
Package source: | betareg_3.2-1.tar.gz |
Windows binaries: | r-devel: betareg_3.2-1.zip, r-release: betareg_3.2-1.zip, r-oldrel: betareg_3.2-0.zip |
macOS binaries: | r-release (arm64): betareg_3.2-1.tgz, r-oldrel (arm64): betareg_3.2-1.tgz, r-release (x86_64): betareg_3.2-1.tgz, r-oldrel (x86_64): betareg_3.2-1.tgz |
Old sources: | betareg archive |
Reverse depends: | mfx, robustbetareg |
Reverse imports: | betaBayes, BetaPASS, BiSeq, distreg.vis, DMRcaller, earlygating, ecoCopula, gcmr, ib, MarZIC, mecoturn, opticut, PASSED, plsRbeta, SetMethods, StepBeta, svycdiff |
Reverse suggests: | agridat, AICcmodavg, bayestestR, brmsmargins, broom, broom.helpers, clarify, DeclareDesign, dominanceanalysis, effects, ggeffects, ggstats, glmertree, insight, marginaleffects, MarginalMediation, mi, modelsummary, parameters, performance, rstanarm, RVAideMemoire, scITD, tidybulk, WeightedCluster, ZIBR |
Reverse enhances: | enrichwith, margins, MuMIn, prediction, stargazer, texreg |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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