Package: extraDistr 1.10.0
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 gamma, 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, location-scale t, logarithmic, Lomax, multivariate hypergeometric, multinomial, negative hypergeometric, non-standard beta, normal mixture, Poisson mixture, Pareto, power, reparametrized beta, Rayleigh, shifted Gompertz, Skellam, slash, triangular, truncated binomial, truncated normal, truncated Poisson, Tukey lambda, Wald, zero-inflated binomial, zero-inflated negative binomial, zero-inflated Poisson.
Authors:
extraDistr_1.10.0.tar.gz
extraDistr_1.10.0.zip(r-4.5)extraDistr_1.10.0.zip(r-4.4)extraDistr_1.10.0.zip(r-4.3)
extraDistr_1.10.0.tgz(r-4.4-x86_64)extraDistr_1.10.0.tgz(r-4.4-arm64)extraDistr_1.10.0.tgz(r-4.3-x86_64)extraDistr_1.10.0.tgz(r-4.3-arm64)
extraDistr_1.10.0.tar.gz(r-4.5-noble)extraDistr_1.10.0.tar.gz(r-4.4-noble)
extraDistr_1.10.0.tgz(r-4.4-emscripten)extraDistr_1.10.0.tgz(r-4.3-emscripten)
extraDistr.pdf |extraDistr.html✨
extraDistr/json (API)
NEWS
| # Install 'extraDistr' in R: |
| install.packages('extraDistr', repos = c('https://twolodzko.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/twolodzko/extradistr/issues
c-plus-plusc-plus-plus-11distributionmultivariate-distributionsprobabilityrandom-generationrcppstatistics
Last updated 8 days agofrom:ec772c7519. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 10 2024 |
| R-4.5-win-x86_64 | OK | Sep 10 2024 |
| R-4.5-linux-x86_64 | OK | Sep 10 2024 |
| R-4.4-win-x86_64 | OK | Sep 10 2024 |
| R-4.4-mac-x86_64 | OK | Sep 10 2024 |
| R-4.4-mac-aarch64 | OK | Sep 10 2024 |
| R-4.3-win-x86_64 | OK | Sep 10 2024 |
| R-4.3-mac-x86_64 | OK | Sep 10 2024 |
| R-4.3-mac-aarch64 | OK | Sep 10 2024 |
Exports:dbbinomdberndbetaprdbhattdbnbinomdbvnormdbvpoisdcatddgammaddirichletddirmnomddlaplaceddnormddunifddweibulldfatiguedfrechetdgevdgompertzdgpddgpoisdgumbeldhcauchydhnormdhtdhuberdinvchisqdinvgammadkumardlaplacedlgserdlomaxdlstdmixnormdmixpoisdmnomdmvhyperdnhyperdnsbetadparetodpowerdpropdrayleighdsgompdskellamdslashdtbinomdtnormdtpoisdtriangdwalddzibdzinbdzippbbinompbernpbetaprpbhattpbnbinompcatpdgammapdlaplacepdnormpdunifpdweibullpfatiguepfrechetpgevpgompertzpgpdpgpoispgumbelphcauchyphnormphtphuberpinvchisqpinvgammapkumarplaplaceplgserplomaxplstpmixnormpmixpoispnhyperpnsbetapparetoppowerppropprayleighpsgomppslashptbinomptnormptpoisptriangpwaldpzibpzinbpzipqbernqbetaprqcatqdunifqdweibullqfatigueqfrechetqgevqgompertzqgpdqgumbelqhcauchyqhnormqhtqhuberqinvchisqqinvgammaqkumarqlaplaceqlgserqlomaxqlstqnhyperqnsbetaqparetoqpowerqpropqrayleighqtbinomqtlambdaqtnormqtpoisqtriangqzibqzinbqziprbbinomrbernrbetaprrbhattrbnbinomrbvnormrbvpoisrcatrcatlprdgammardirichletrdirmnomrdlaplacerdnormrdunifrdweibullrfatiguerfrechetrgevrgompertzrgpdrgpoisrgumbelrhcauchyrhnormrhtrhuberrinvchisqrinvgammarkumarrlaplacerlgserrlomaxrlstrmixnormrmixpoisrmnomrmvhyperrnhyperrnsbetarparetorpowerrproprrayleighrsgomprsignrskellamrslashrtbinomrtlambdartnormrtpoisrtriangrwaldrzibrzinbrzip
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bernoulli distribution | Bernoulli dbern pbern qbern rbern |
| Beta-binomial distribution | BetaBinom dbbinom pbbinom rbbinom |
| Beta-negative binomial distribution | BetaNegBinom dbnbinom pbnbinom rbnbinom |
| Beta prime distribution | BetaPrime dbetapr pbetapr qbetapr rbetapr |
| Bhattacharjee distribution | Bhattacharjee dbhatt pbhatt rbhatt |
| Birnbaum-Saunders (fatigue life) distribution | BirnbaumSaunders dfatigue pfatigue qfatigue rfatigue |
| Bivariate normal distribution | BivNormal dbvnorm rbvnorm |
| Bivariate Poisson distribution | BivPoiss dbvpois rbvpois |
| Categorical distribution | Categorical dcat pcat qcat rcat rcatlp |
| Dirichlet distribution | ddirichlet Dirichlet rdirichlet |
| Dirichlet-multinomial (multivariate Polya) distribution | ddirmnom DirMnom rdirmnom |
| Discrete gamma distribution | ddgamma DiscreteGamma pdgamma rdgamma |
| Discrete Laplace distribution | ddlaplace DiscreteLaplace pdlaplace rdlaplace |
| Discrete normal distribution | ddnorm DiscreteNormal pdnorm rdnorm |
| Discrete uniform distribution | ddunif DiscreteUniform pdunif qdunif rdunif |
| Discrete Weibull distribution (type I) | ddweibull DiscreteWeibull pdweibull qdweibull rdweibull |
| Frechet distribution | dfrechet Frechet pfrechet qfrechet rfrechet |
| Gamma-Poisson distribution | dgpois GammaPoiss pgpois rgpois |
| Generalized extreme value distribution | dgev GEV pgev qgev rgev |
| Gompertz distribution | dgompertz Gompertz pgompertz qgompertz rgompertz |
| Generalized Pareto distribution | dgpd GPD pgpd qgpd rgpd |
| Gumbel distribution | dgumbel Gumbel pgumbel qgumbel rgumbel |
| Half-Cauchy distribution | dhcauchy HalfCauchy phcauchy qhcauchy rhcauchy |
| Half-normal distribution | dhnorm HalfNormal phnorm qhnorm rhnorm |
| Half-t distribution | dht HalfT pht qht rht |
| "Huber density" distribution | dhuber Huber phuber qhuber rhuber |
| Inverse chi-squared and scaled chi-squared distributions | dinvchisq InvChiSq pinvchisq qinvchisq rinvchisq |
| Inverse-gamma distribution | dinvgamma InvGamma pinvgamma qinvgamma rinvgamma |
| Kumaraswamy distribution | dkumar Kumaraswamy pkumar qkumar rkumar |
| Laplace distribution | dlaplace Laplace plaplace qlaplace rlaplace |
| Location-scale version of the t-distribution | dlst LocationScaleT plst qlst rlst |
| Logarithmic series distribution | dlgser LogSeries plgser qlgser rlgser |
| Lomax distribution | dlomax Lomax plomax qlomax rlomax |
| Multivariate hypergeometric distribution | dmvhyper MultiHypergeometric rmvhyper |
| Multinomial distribution | dmnom Multinomial rmnom |
| Negative hypergeometric distribution | dnhyper NegHyper pnhyper qnhyper rnhyper |
| Mixture of normal distributions | dmixnorm NormalMix pmixnorm rmixnorm |
| Non-standard beta distribution | dgbeta dnsbeta NSBeta pnsbeta qnsbeta rnsbeta |
| Pareto distribution | dpareto Pareto ppareto qpareto rpareto |
| Mixture of Poisson distributions | dmixpois pmixpois PoissonMix rmixpois |
| Power distribution | dpower PowerDist ppower qpower rpower |
| Beta distribution of proportions | dprop pprop PropBeta qprop rprop |
| Random generation from Rademacher distribution | Rademacher rsign |
| Rayleigh distribution | drayleigh prayleigh qrayleigh Rayleigh rrayleigh |
| Shifted Gompertz distribution | dsgomp psgomp rsgomp ShiftGomp |
| Skellam distribution | dskellam rskellam Skellam |
| Slash distribution | dslash pslash rslash Slash |
| Triangular distribution | dtriang ptriang qtriang rtriang Triangular |
| Truncated binomial distribution | dtbinom ptbinom qtbinom rtbinom TruncBinom |
| Truncated normal distribution | dtnorm ptnorm qtnorm rtnorm TruncNormal |
| Truncated Poisson distribution | dtpois ptpois qtpois rtpois TruncPoisson |
| Tukey lambda distribution | qtlambda rtlambda TukeyLambda |
| Wald (inverse Gaussian) distribution | dwald pwald rwald Wald |
| Zero-inflated binomial distribution | dzib pzib qzib rzib ZIB |
| Zero-inflated negative binomial distribution | dzinb pzinb qzinb rzinb ZINB |
| Zero-inflated Poisson distribution | dzip pzip qzip rzip ZIP |
