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distributions3: Probability Distributions as S3 Objects

Tools to create and manipulate probability distributions using S3. Generics pdf(), cdf(), quantile(), and random() provide replacements for base R's d/p/q/r style functions. Functions and arguments have been named carefully to minimize confusion for students in intro stats courses. The documentation for each distribution contains detailed mathematical notes.

Version:0.2.3
Imports:ggplot2 (≥ 3.4.0),glue,rlang
Suggests:cowplot,knitr,PoissonBinomial,revdbayes (≥ 1.3.5),rmarkdown,testthat (≥ 3.0.0),tibble,vctrs
Published:2025-09-12
DOI:10.32614/CRAN.package.distributions3
Author:Alex HayesORCID iD [aut, cre], Ralph Moller-Trane [aut], Emil HvitfeldtORCID iD [ctb], Daniel Jordan [aut], Paul Northrop [aut], Moritz N. LangORCID iD [aut], Achim ZeileisORCID iD [aut], Bruna Wundervald [ctb], Alessandro Gasparini [ctb]
Maintainer:Alex Hayes <alexpghayes at gmail.com>
BugReports:https://github.com/alexpghayes/distributions3/issues
License:MIT + fileLICENSE
URL:https://github.com/alexpghayes/distributions3,https://alexpghayes.github.io/distributions3/
NeedsCompilation:no
Materials:README,NEWS
In views:Distributions
CRAN checks:distributions3 results

Documentation:

Reference manual:distributions3.html ,distributions3.pdf
Vignettes:Intro to hypothesis testing (source,R code)
One sample sign tests (source,R code)
one-sample-t-confidence-interval (source,R code)
One sample T-tests (source,R code)
Z confidence interval for a mean (source,R code)
One sample Z-tests for a proportion (source,R code)
One sample Z-tests (source,R code)
Paired tests (source,R code)
The Poisson distribution: From basic probability theory to regression models (source,R code)
Two sample Z-tests (source,R code)

Downloads:

Package source: distributions3_0.2.3.tar.gz
Windows binaries: r-devel:distributions3_0.2.3.zip, r-release:distributions3_0.2.3.zip, r-oldrel:distributions3_0.2.3.zip
macOS binaries: r-release (arm64):distributions3_0.2.3.tgz, r-oldrel (arm64):distributions3_0.2.3.tgz, r-release (x86_64):distributions3_0.2.3.tgz, r-oldrel (x86_64):distributions3_0.2.3.tgz
Old sources: distributions3 archive

Reverse dependencies:

Reverse depends:bamlss
Reverse imports:imaginator,scGraphVerse
Reverse suggests:betareg,crch,gamlss,gamlss.dist

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=distributions3to link to this page.


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