betareg: Beta Regression

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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.

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)
Date of publication
2016-08-04 20:34:37
Maintainer
Achim Zeileis <Achim.Zeileis@R-project.org>
License
GPL-2 | GPL-3
Version
3.1-0

View on R-Forge

Man pages

betamix
Finite Mixtures of Beta Regression for Rates and Proportions
betareg
Beta Regression for Rates and Proportions
betareg.control
Control Parameters for Beta Regression
betatree
Beta Regression Trees
CarTask
Partition-primed Probability Judgement Task for Car...
FoodExpenditure
Proportion of Household Income Spent on Food
GasolineYield
Estimation of Gasoline Yields from Crude Oil
gleverage
Generalized Leverage Values
ImpreciseTask
Imprecise Probabilities for Sunday Weather and Boeing Stock...
MockJurors
Confidence of Mock Jurors in Their Verdicts
plot.betareg
Diagnostic Plots for betareg Objects
predict.betareg
Prediction Method for betareg Objects
ReadingSkills
Dyslexia and IQ Predicting Reading Accuracy
residuals.betareg
Residuals Method for betareg Objects
StressAnxiety
Dependency of Anxiety on Stress
summary.betareg
Methods for betareg Objects
WeatherTask
Weather Task With Priming and Precise and Imprecise...

Files in this package

betareg/DESCRIPTION
betareg/NAMESPACE
betareg/NEWS
betareg/R
betareg/R/betamix.R
betareg/R/betamix_extra.R
betareg/R/betamixfix.R
betareg/R/betareg.R
betareg/R/betatree.R
betareg/R/leverage.R
betareg/R/make.dmu.deta.R
betareg/R/plot.betareg.R
betareg/build
betareg/build/vignette.rds
betareg/data
betareg/data/CarTask.rda
betareg/data/FoodExpenditure.rda
betareg/data/GasolineYield.rda
betareg/data/ImpreciseTask.rda
betareg/data/MockJurors.rda
betareg/data/ReadingSkills.rda
betareg/data/StressAnxiety.rda
betareg/data/WeatherTask.rda
betareg/demo
betareg/demo/00Index
betareg/demo/SmithsonVerkuilen2006.R
betareg/inst
betareg/inst/CITATION
betareg/inst/doc
betareg/inst/doc/betareg-ext.R
betareg/inst/doc/betareg-ext.Rnw
betareg/inst/doc/betareg-ext.pdf
betareg/inst/doc/betareg.R
betareg/inst/doc/betareg.Rnw
betareg/inst/doc/betareg.pdf
betareg/man
betareg/man/CarTask.Rd
betareg/man/FoodExpenditure.Rd
betareg/man/GasolineYield.Rd
betareg/man/ImpreciseTask.Rd
betareg/man/MockJurors.Rd
betareg/man/ReadingSkills.Rd
betareg/man/StressAnxiety.Rd
betareg/man/WeatherTask.Rd
betareg/man/betamix.Rd
betareg/man/betareg.Rd
betareg/man/betareg.control.Rd
betareg/man/betatree.Rd
betareg/man/gleverage.Rd
betareg/man/plot.betareg.Rd
betareg/man/predict.betareg.Rd
betareg/man/residuals.betareg.Rd
betareg/man/summary.betareg.Rd
betareg/tests
betareg/tests/Examples
betareg/tests/Examples/betareg-Ex.Rout.save
betareg/tests/betamix.R
betareg/tests/betamix.Rout.save
betareg/tests/betatree.R
betareg/tests/betatree.Rout.save
betareg/tests/bias.R
betareg/tests/bias.Rout.save
betareg/vignettes
betareg/vignettes/betareg-ext.Rnw
betareg/vignettes/betareg-ext.Rout.save
betareg/vignettes/betareg.Rnw
betareg/vignettes/betareg.Rout.save
betareg/vignettes/betareg.bib