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Beta regression for modeling beta-distributed dependent variables, e.g., rates and proportions. In addition to maximum likelihood regression (for both mean and precision of a beta-distributed response), bias-corrected and bias-reduced estimation as well as finite mixture models and recursive partitioning for beta regressions are provided.
Version: | 3.1-4 |
Depends: | R (≥ 3.0.0) |
Imports: | graphics, grDevices, methods, stats, flexmix, Formula, lmtest, modeltools, sandwich |
Suggests: | car, lattice, partykit, strucchange |
Published: | 2021-02-09 |
Author: | Achim Zeileis [aut, cre], Francisco Cribari-Neto [aut], Bettina Gruen [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> |
License: | GPL-2 | GPL-3 |
NeedsCompilation: | no |
Citation: | betareg citation info |
Materials: | NEWS |
In views: | Econometrics, Psychometrics |
CRAN checks: | betareg results |
Reference manual: | betareg.pdf |
Vignettes: |
Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned Beta Regression in R |
Package source: | betareg_3.1-4.tar.gz |
Windows binaries: | r-devel: betareg_3.1-4.zip, r-release: betareg_3.1-4.zip, r-oldrel: betareg_3.1-4.zip |
macOS binaries: | r-release (arm64): betareg_3.1-4.tgz, r-oldrel (arm64): betareg_3.1-4.tgz, r-release (x86_64): betareg_3.1-4.tgz, r-oldrel (x86_64): betareg_3.1-4.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 |
Reverse suggests: | agridat, AICcmodavg, brmsmargins, broom, broom.helpers, clarify, DeclareDesign, dominanceanalysis, effects, ggeffects, ggstats, glmertree, insight, marginaleffects, MarginalMediation, mi, modelsummary, parameters, pareg, performance, rstanarm, RVAideMemoire, scITD, tidybulk, ZIBR |
Reverse enhances: | enrichwith, 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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