extraDistr: Additional Univariate and Multivariate Distributions

Share:

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.

Author
Tymoteusz Wolodzko
Date of publication
2016-10-10 08:28:35
Maintainer
Tymoteusz Wolodzko <twolodzko+extraDistr@gmail.com>
License
GPL-2
Version
1.8.2
URLs

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