extraDistr: Additional Univariate and Multivariate Distributions

Density, distribution function, quantile function and random generation for a number of univariate and multivariate distributions. This package implements the following distributions: Bernoulli, beta-binomial, beta-negative binomial, beta prime, Bhattacharjee, Birnbaum-Saunders, bivariate normal, bivariate Poisson, categorical, Dirichlet, Dirichlet-multinomial, discrete Laplace, discrete normal, discrete uniform, discrete Weibull, Frechet, gamma-Poisson, generalized extreme value, Gompertz, generalized Pareto, Gumbel, half-Cauchy, half-normal, half-t, Huber density, inverse chi-squared, inverse-gamma, Kumaraswamy, Laplace, logarithmic, Lomax, multivariate hypergeometric, multinomial, non-standard t, non-standard beta, normal mixture, Poisson mixture, Pareto, power, reparametrized beta, Rayleigh, Skellam, slash, triangular, truncated normal, truncated Poisson, Tukey lambda, Wald, zero-inflated binomial, zero-inflated negative binomial, zero-inflated Poisson.

AuthorTymoteusz Wolodzko
Date of publication2016-10-10 08:28:35
MaintainerTymoteusz Wolodzko <twolodzko+extraDistr@gmail.com>
LicenseGPL-2
Version1.8.2
https://github.com/twolodzko/extraDistr

View on CRAN

Man pages

Bernoulli: Bernoulli distribution

BetaBinom: Beta-binomial distribution

BetaNegBinom: Beta-negative binomial distribution

BetaPrime: Beta prime distribution

Bhattacharjee: Bhattacharjee distribution

BirnbaumSaunders: Birnbaum-Saunders (fatigue life) distribution

BivNormal: Bivariate normal distribution

BivPoiss: Bivariate Poisson distribution

Categorical: Categorical distribution

Dirichlet: Dirichlet distribution

DirMnom: Dirichlet-multinomial (multivariate Polya) distribution

DiscreteLaplace: Discrete Laplace distribution

DiscreteNormal: Discrete normal distribution

DiscreteUniform: Discrete uniform distribution

DiscreteWeibull: Discrete Weibull distribution (type I)

extraDistr: Additional univariate and multivariate distributions

Frechet: Frechet distribution

GammaPoiss: Gamma-Poisson distribution

GEV: Generalized extreme value distribution

Gompertz: Gompertz distribution

GPD: Generalized Pareto distribution

Gumbel: Gumbel distribution

HalfCauchy: Half-Cauchy distribution

HalfNormal: Half-normal distribution

HalfT: Half-t distribution

Huber: "Huber density" distribution

InvChiSq: Inverse chi-squared and scaled chi-squared distributions

InvGamma: Inverse-gamma distribution

Kumaraswamy: Kumaraswamy distribution

Laplace: Laplace distribution

LogSeries: Logarythmic series distribution

Lomax: Lomax distribution

MultiHypergeometric: Multivariate hypergeometric distribution

Multinomial: Multinomial distribution

NonStandardT: Non-standard t-distribution

NormalMix: Mixture of normal distributions

NSBeta: Non-standard beta distribution

Pareto: Pareto distribution

PoissonMix: Mixture of Poisson distributions

PowerDist: Power distribution

PropBeta: Beta distribution of proportions

Rayleigh: Rayleigh distribution

Skellam: Skellam distribution

Slash: Slash distribution

Triangular: Triangular distribution

TruncNormal: Truncated normal distribution

TruncPoisson: Truncated Poisson distribution

TuckeyLambda: Tuckey lambda distribution

Wald: Wald (inverse Gaussian) distribution

ZIB: Zero-inflated binomial distribution

ZINB: Zero-inflated negative binomial distribution

ZIP: Zero-inflated Poisson distribution

Files in this package

extraDistr
extraDistr/tests
extraDistr/tests/testthat.R
extraDistr/tests/testthat
extraDistr/tests/testthat/test-infinity.R
extraDistr/tests/testthat/test-non-negative.R
extraDistr/tests/testthat/test-quantile-functions.R
extraDistr/tests/testthat/test-NAs.R
extraDistr/tests/testthat/test-discrete.R
extraDistr/tests/testthat/test-multivariate-distributions.R
extraDistr/tests/testthat/test-inappropriate-parameters.R
extraDistr/src
extraDistr/src/truncated-normal-distribution.cpp
extraDistr/src/shared.h
extraDistr/src/tuckey-lambda-distribution.cpp
extraDistr/src/proportion-distribution.cpp
extraDistr/src/gev-distribution.cpp
extraDistr/src/dirichlet-distribution.cpp
extraDistr/src/shared.cpp
extraDistr/src/categorical-distribution.cpp
extraDistr/src/bivariate-normal-distribution.cpp
extraDistr/src/dirichlet-multinomial-distribution.cpp
extraDistr/src/non-standard-t-distribution.cpp
extraDistr/src/bernoulli-distribution.cpp
extraDistr/src/birnbaum-saunders-distribution.cpp
extraDistr/src/zero-inflated-poisson-distribution.cpp
extraDistr/src/mixture-of-poisson-distributions.cpp
extraDistr/src/multinomial-distribution.cpp
extraDistr/src/beta-negative-binomial-distribution.cpp
extraDistr/src/zero-inflated-negative-binomial-distribution.cpp
extraDistr/src/skellam-distribution.cpp
extraDistr/src/gpd-distribution.cpp
extraDistr/src/truncated-poisson-distribution.cpp
extraDistr/src/discrete-laplace-distribution.cpp
extraDistr/src/beta-binomial-distribution.cpp
extraDistr/src/rayleigh-distribution.cpp
extraDistr/src/discrete-uniform-distribution.cpp
extraDistr/src/lomax-distribution.cpp
extraDistr/src/laplace-distribution.cpp
extraDistr/src/multivariate-hypergeometric-distribution.cpp
extraDistr/src/slash-distribution.cpp
extraDistr/src/gumbel-distribution.cpp
extraDistr/src/inverse-gamma-distribution.cpp
extraDistr/src/kumaraswamy-distribution.cpp
extraDistr/src/const.h
extraDistr/src/bhattacharjee-distribution.cpp
extraDistr/src/half-cauchy-distribution.cpp
extraDistr/src/half-normal-distribution.cpp
extraDistr/src/huber-distribution.cpp
extraDistr/src/bivariate-poisson-distribution.cpp
extraDistr/src/non-standart-beta-distribution.cpp
extraDistr/src/pareto-distribution.cpp
extraDistr/src/triangular-distribution.cpp
extraDistr/src/discrete-weibull-distribution.cpp
extraDistr/src/frechet-distribution.cpp
extraDistr/src/beta-prime-distribution.cpp
extraDistr/src/mixture-of-normal-distributions.cpp
extraDistr/src/power-distribution.cpp
extraDistr/src/gompertz-distribution.cpp
extraDistr/src/discrete-normal-distribution.cpp
extraDistr/src/gamma-poisson-distribution.cpp
extraDistr/src/RcppExports.cpp
extraDistr/src/logarithmic-series-distribution.cpp
extraDistr/src/zero-inflated-binomial-distribution.cpp
extraDistr/src/wald-distribution.cpp
extraDistr/src/half-t-distribution.cpp
extraDistr/NAMESPACE
extraDistr/NEWS.md
extraDistr/R
extraDistr/R/wald-distribution.R extraDistr/R/beta-negative-binomial-distribution.R extraDistr/R/discrete-weibull-distribution.R extraDistr/R/tuckey-lambda-distribution.R extraDistr/R/discrete-laplace-distribution.R extraDistr/R/beta-binomial-distribution.R extraDistr/R/gumbel-distribution.R extraDistr/R/bernoulli-distribution.R extraDistr/R/bivariate-normal-distribution.R extraDistr/R/zero-inflated-negative-binomial-distribution.R extraDistr/R/lomax-distribution.R extraDistr/R/laplace-distribution.R extraDistr/R/mixture-of-normal-distributions.R extraDistr/R/non-standard-t-distribution.R extraDistr/R/huber-distribution.R extraDistr/R/gamma-poisson-distribution.R extraDistr/R/gompertz-distribution.R extraDistr/R/birnbaum-saunders-distribution.R extraDistr/R/power-distribution.R extraDistr/R/truncated-normal-distribution.R extraDistr/R/discrete-normal-distribution.R extraDistr/R/kumaraswamy-distribution.R extraDistr/R/onUnload.R extraDistr/R/half-t-distribution.R extraDistr/R/non-standard-beta-distribution.R extraDistr/R/skellam-distribution.R extraDistr/R/beta-prime-distribution.R extraDistr/R/discrete-uniform-distribution.R extraDistr/R/inverse-chi-squared-distribution.R extraDistr/R/mixture-of-poisson-distributions.R extraDistr/R/extraDistr-package.R extraDistr/R/RcppExports.R extraDistr/R/gev-distribution.R extraDistr/R/logarithmic-series-distribution.R extraDistr/R/triangular-distribution.R extraDistr/R/dirichlet-distribution.R extraDistr/R/categorical-distribution.R extraDistr/R/half-cauchy-distribution.R extraDistr/R/gpd-distribution.R extraDistr/R/multinomial-distribution.R extraDistr/R/bhattacharjee-distribution.R extraDistr/R/frechet-distribution.R extraDistr/R/bivariate-poisson-distribution.R extraDistr/R/zero-inflated-poisson-distribution.R extraDistr/R/rayleigh-distribution.R extraDistr/R/pareto-distribution.R extraDistr/R/dirichlet-multinomial-distribution.R extraDistr/R/slash-distribution.R extraDistr/R/multivariate-hypergeometric-distribution.R extraDistr/R/inverse-gamma-distribution.R extraDistr/R/truncated-poisson-distributtion.R extraDistr/R/zero-inflated-binomial-distribution.R extraDistr/R/proportion-distribution.R extraDistr/R/half-normal-distribution.R
extraDistr/README.md
extraDistr/MD5
extraDistr/DESCRIPTION
extraDistr/man
extraDistr/man/GEV.Rd extraDistr/man/BirnbaumSaunders.Rd extraDistr/man/BivPoiss.Rd extraDistr/man/Laplace.Rd extraDistr/man/NSBeta.Rd extraDistr/man/TruncPoisson.Rd extraDistr/man/TruncNormal.Rd extraDistr/man/PowerDist.Rd extraDistr/man/Pareto.Rd extraDistr/man/ZIP.Rd extraDistr/man/DiscreteLaplace.Rd extraDistr/man/Gompertz.Rd extraDistr/man/BivNormal.Rd extraDistr/man/DiscreteUniform.Rd extraDistr/man/Kumaraswamy.Rd extraDistr/man/MultiHypergeometric.Rd extraDistr/man/Categorical.Rd extraDistr/man/DiscreteNormal.Rd extraDistr/man/DiscreteWeibull.Rd extraDistr/man/Rayleigh.Rd extraDistr/man/HalfNormal.Rd extraDistr/man/InvChiSq.Rd extraDistr/man/LogSeries.Rd extraDistr/man/Bernoulli.Rd extraDistr/man/DirMnom.Rd extraDistr/man/extraDistr.Rd extraDistr/man/GammaPoiss.Rd extraDistr/man/NonStandardT.Rd extraDistr/man/PoissonMix.Rd extraDistr/man/NormalMix.Rd extraDistr/man/ZINB.Rd extraDistr/man/InvGamma.Rd extraDistr/man/Triangular.Rd extraDistr/man/Wald.Rd extraDistr/man/Bhattacharjee.Rd extraDistr/man/Slash.Rd extraDistr/man/Skellam.Rd extraDistr/man/Dirichlet.Rd extraDistr/man/BetaPrime.Rd extraDistr/man/Huber.Rd extraDistr/man/TuckeyLambda.Rd extraDistr/man/Frechet.Rd extraDistr/man/HalfT.Rd extraDistr/man/Multinomial.Rd extraDistr/man/BetaBinom.Rd extraDistr/man/BetaNegBinom.Rd extraDistr/man/Lomax.Rd extraDistr/man/HalfCauchy.Rd extraDistr/man/Gumbel.Rd extraDistr/man/GPD.Rd extraDistr/man/PropBeta.Rd extraDistr/man/ZIB.Rd

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