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distributions3  

Probability Distributions as S3 Objects
View on CRAN: Click here


Download and install distributions3 package within the R console
Install from CRAN:
install.packages("distributions3")

Install from Github:
library("remotes")
install_github("cran/distributions3")

Install by package version:
library("remotes")
install_version("distributions3", "0.2.3")



Attach the package and use:
library("distributions3")
Maintained by
Alex Hayes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-03
Latest Update: 2024-09-16
Description:
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.
How to cite:
Alex Hayes (2019). distributions3: Probability Distributions as S3 Objects. R package version 0.2.3, https://cran.r-project.org/web/packages/distributions3. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.1 (2019-09-03 18:10), 0.1.2 (2022-01-03 18:30), 0.2.0 (2022-06-21 22:50), 0.2.1 (2022-09-07 08:50), 0.2.2 (2024-09-16 18:20)
Other packages that cited distributions3 R package
View distributions3 citation profile
Other R packages that distributions3 depends, imports, suggests or enhances
Complete documentation for distributions3
Functions, R codes and Examples using the distributions3 R package
Some associated functions: Bernoulli . Beta . Binomial . Categorical . Cauchy . ChiSquare . Erlang . Exponential . FIFA2018 . FisherF . Frechet . GEV . GP . Gamma . Geometric . Gumbel . HurdleNegativeBinomial . HurdlePoisson . HyperGeometric . LogNormal . Logistic . Multinomial . NegativeBinomial . Normal . Poisson . RevWeibull . StudentsT . Tukey . Uniform . Weibull . ZINegativeBinomial . ZIPoisson . ZTNegativeBinomial . ZTPoisson . apply_dpqr . cdf.Bernoulli . cdf.Beta . cdf.Binomial . cdf.Categorical . cdf.Cauchy . cdf.ChiSquare . cdf.Erlang . cdf.Exponential . cdf.FisherF . cdf.Frechet . cdf.GEV . cdf.GP . cdf.Gamma . cdf.Geometric . cdf.Gumbel . cdf.HurdleNegativeBinomial . cdf.HurdlePoisson . cdf.HyperGeometric . cdf.LogNormal . cdf.Logistic . cdf.NegativeBinomial . cdf.Normal . cdf.Poisson . cdf.RevWeibull . cdf.StudentsT . cdf.Tukey . cdf.Uniform . cdf.Weibull . cdf.ZINegativeBinomial . cdf.ZIPoisson . cdf.ZTNegativeBinomial . cdf.ZTPoisson . cdf . distributions3-package . fit_mle.Bernoulli . fit_mle.Binomial . fit_mle.Exponential . fit_mle.Gamma . fit_mle.Geometric . fit_mle.LogNormal . fit_mle.Normal . fit_mle.Poisson . fit_mle . geom_auc . hnbinom . hpois . is_discrete . is_distribution . log_likelihood . pdf.Bernoulli . pdf.Beta . pdf.Binomial . pdf.Categorical . pdf.Cauchy . pdf.ChiSquare . pdf.Erlang . pdf.Exponential . pdf.FisherF . pdf.Frechet . pdf.GEV . pdf.GP . pdf.Gamma . pdf.Geometric . pdf.Gumbel . pdf.HurdleNegativeBinomial . pdf.HurdlePoisson . pdf.HyperGeometric . pdf.LogNormal . pdf.Logistic . pdf.Multinomial . pdf.NegativeBinomial . pdf.Normal . pdf.Poisson . pdf.RevWeibull . pdf.StudentsT . pdf.Uniform . pdf.Weibull . pdf.ZINegativeBinomial . pdf.ZIPoisson . pdf.ZTNegativeBinomial . pdf.ZTPoisson . pdf . plot.distribution . plot_cdf . plot_pdf . prodist . quantile.Bernoulli . quantile.Beta . quantile.Binomial . quantile.Categorical . quantile.Cauchy . quantile.ChiSquare . quantile.Erlang . quantile.Exponential . quantile.FisherF . quantile.Frechet . quantile.GEV . quantile.GP . quantile.Gamma . quantile.Geometric . quantile.Gumbel . quantile.HurdleNegativeBinomial . quantile.HurdlePoisson . quantile.HyperGeometric . quantile.LogNormal . quantile.Logistic . quantile.NegativeBinomial . quantile.Normal . quantile.Poisson . quantile.RevWeibull . quantile.StudentsT . quantile.Tukey . quantile.Uniform . quantile.Weibull . quantile.ZINegativeBinomial . quantile.ZIPoisson . quantile.ZTNegativeBinomial . quantile.ZTPoisson . random.Bernoulli . random.Beta . random.Binomial . random.Categorical . random.Cauchy . random.ChiSquare . random.Erlang . random.Exponential . random.FisherF . random.Frechet . random.GEV . random.GP . random.Gamma . random.Geometric . random.Gumbel . random.HurdleNegativeBinomial . random.HurdlePoisson . random.HyperGeometric . random.LogNormal . random.Logistic . random.Multinomial . random.NegativeBinomial . random.Normal . random.Poisson . random.RevWeibull . random.StudentsT . random.Tukey . random.Uniform . random.Weibull . random.ZINegativeBinomial . random.ZIPoisson . random.ZTNegativeBinomial . random.ZTPoisson . random . suff_stat.Bernoulli . suff_stat.Binomial . suff_stat.Exponential . suff_stat.Gamma . suff_stat.Geometric . suff_stat.LogNormal . suff_stat.Normal . suff_stat.Poisson . suff_stat . support.Bernoulli . support.Beta . support.Binomial . support.Cauchy . support.ChiSquare . support.Erlang . support.Exponential . support.FisherF . support.Frechet . support.GEV . support.GP . support.Gamma . support.Geometric . support.Gumbel . support.HurdleNegativeBinomial . support.HurdlePoisson . support.HyperGeometric . support.LogNormal . support.Logistic . support.NegativeBinomial . support.Normal . support.Poisson . support.RevWeibull . support.StudentsT . support.Tukey . support.Uniform . support.Weibull . support.ZINegativeBinomial . support.ZIPoisson . support.ZTNegativeBinomial . support.ZTPoisson . support . variance . zinbinom . zipois . ztnbinom . ztpois . 
Some associated R codes: Bernoulli.R . Beta.R . Binomial.R . Categorical.R . Cauchy.R . ChiSquare.R . Erlang.R . Exponential.R . FIFA2018.R . FisherF.R . Frechet.R . Gamma.R . GeneralisedExtremeValue.R . GeneralisedPareto.R . Geometric.R . Gumbel.R . HurdleNegativeBinomial.R . HurdlePoisson.R . HyperGeometric.R . LogNormal.R . Logistic.R . Multinomial.R . NegativeBinomial.R . Normal.R . Poisson.R . ReversedWeibull.R . StudentsT.R . Tukey.R . Uniform.R . Weibull.R . ZINegativeBinomial.R . ZIPoisson.R . ZTNegativeBinomial.R . ZTPoisson.R . distributions_package.R . is_discrete.R . methods.R . plot.R . prodist.R . utils.R .  Full distributions3 package functions and examples
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