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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: 0.2.2
Imports: ggplot2, glue, rlang
Suggests: cowplot, knitr, PoissonBinomial, revdbayes (≥ 1.3.5), rmarkdown, testthat (≥ 3.0.0), tibble, vctrs
Published: 2024-09-16
DOI: 10.32614/CRAN.package.distributions3
Author: Alex Hayes ORCID iD [aut, cre], Ralph Moller-Trane [aut], Emil Hvitfeldt ORCID iD [ctb], Daniel Jordan [aut], Paul Northrop [aut], Moritz N. Lang ORCID iD [aut], Achim Zeileis ORCID iD [aut], Bruna Wundervald [ctb], Alessandro Gasparini [ctb]
Maintainer: Alex Hayes <alexpghayes at gmail.com>
BugReports: https://github.com/alexpghayes/distributions3/issues
License: MIT + file LICENSE
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.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_0.2.2.tar.gz
Windows binaries: r-devel: distributions3_0.2.2.zip, r-release: distributions3_0.2.2.zip, r-oldrel: distributions3_0.2.2.zip
macOS binaries: r-release (arm64): distributions3_0.2.2.tgz, r-oldrel (arm64): distributions3_0.2.2.tgz, r-release (x86_64): distributions3_0.2.2.tgz, r-oldrel (x86_64): distributions3_0.2.2.tgz
Old sources: distributions3 archive

Reverse dependencies:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=distributions3 to link to this page.

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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