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, logarithmic, Lomax, multivariate hypergeometric, multinomial, negative hypergeometric, non-standard t, 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.

AuthorTymoteusz Wolodzko
Date of publication2017-03-10 00:22:07
MaintainerTymoteusz Wolodzko <twolodzko+extraDistr@gmail.com>
LicenseGPL-2
Version1.8.4
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

DiscreteGamma: Discrete gamma 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

NegHyper: Negative hypergeometric 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

Rademacher: Random generation from Rademacher distribution

Rayleigh: Rayleigh distribution

ShiftGomp: Shifted Gompertz distribution

Skellam: Skellam distribution

Slash: Slash distribution

Triangular: Triangular distribution

TruncBinom: Truncated binomial 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

Functions

Bernoulli Man page
BetaBinom Man page
BetaNegBinom Man page
BetaPrime Man page
Bhattacharjee Man page
BirnbaumSaunders Man page
BivNormal Man page
BivPoiss Man page
Categorical Man page
dbbinom Man page
dbern Man page
dbetapr Man page
dbhatt Man page
dbnbinom Man page
dbvnorm Man page
dbvpois Man page
dcat Man page
ddgamma Man page
ddirichlet Man page
ddirmnom Man page
ddlaplace Man page
ddnorm Man page
ddunif Man page
ddweibull Man page
dfatigue Man page
dfrechet Man page
dgev Man page
dgompertz Man page
dgpd Man page
dgpois Man page
dgumbel Man page
dhcauchy Man page
dhnorm Man page
dht Man page
dhuber Man page
dinvchisq Man page
dinvgamma Man page
Dirichlet Man page
DirMnom Man page
DiscreteGamma Man page
DiscreteLaplace Man page
DiscreteNormal Man page
DiscreteUniform Man page
DiscreteWeibull Man page
dkumar Man page
dlaplace Man page
dlgser Man page
dlomax Man page
dmixnorm Man page
dmixpois Man page
dmnom Man page
dmvhyper Man page
dnhyper Man page
dnsbeta Man page
dnst Man page
dpareto Man page
dpower Man page
dprop Man page
drayleigh Man page
dsgomp Man page
dskellam Man page
dslash Man page
dtbinom Man page
dtnorm Man page
dtpois Man page
dtriang Man page
dwald Man page
dzib Man page
dzinb Man page
dzip Man page
extraDistr Man page
extraDistr-package Man page
Frechet Man page
GammaPoiss Man page
GEV Man page
Gompertz Man page
GPD Man page
Gumbel Man page
HalfCauchy Man page
HalfNormal Man page
HalfT Man page
Huber Man page
InvChiSq Man page
InvGamma Man page
Kumaraswamy Man page
Laplace Man page
LogSeries Man page
Lomax Man page
MultiHypergeometric Man page
Multinomial Man page
NegHyper Man page
NonStandardT Man page
NormalMix Man page
NSBeta Man page
Pareto Man page
pbbinom Man page
pbern Man page
pbetapr Man page
pbhatt Man page
pbnbinom Man page
pcat Man page
pdgamma Man page
pdlaplace Man page
pdnorm Man page
pdunif Man page
pdweibull Man page
pfatigue Man page
pfrechet Man page
pgev Man page
pgompertz Man page
pgpd Man page
pgpois Man page
pgumbel Man page
phcauchy Man page
phnorm Man page
pht Man page
phuber Man page
pinvchisq Man page
pinvgamma Man page
pkumar Man page
plaplace Man page
plgser Man page
plomax Man page
pmixnorm Man page
pmixpois Man page
pnhyper Man page
pnsbeta Man page
pnst Man page
PoissonMix Man page
PowerDist Man page
ppareto Man page
ppower Man page
pprop Man page
prayleigh Man page
PropBeta Man page
psgomp Man page
pslash Man page
ptbinom Man page
ptnorm Man page
ptpois Man page
ptriang Man page
pwald Man page
pzib Man page
pzinb Man page
pzip Man page
qbern Man page
qbetapr Man page
qcat Man page
qdunif Man page
qdweibull Man page
qfatigue Man page
qfrechet Man page
qgev Man page
qgompertz Man page
qgpd Man page
qgumbel Man page
qhcauchy Man page
qhnorm Man page
qht Man page
qhuber Man page
qinvchisq Man page
qinvgamma Man page
qkumar Man page
qlaplace Man page
qlgser Man page
qlomax Man page
qnhyper Man page
qnsbeta Man page
qnst Man page
qpareto Man page
qpower Man page
qprop Man page
qrayleigh Man page
qtbinom Man page
qtlambda Man page
qtnorm Man page
qtpois Man page
qtriang Man page
qzib Man page
qzinb Man page
qzip Man page
Rademacher Man page
Rayleigh Man page
rbbinom Man page
rbern Man page
rbetapr Man page
rbhatt Man page
rbnbinom Man page
rbvnorm Man page
rbvpois Man page
rcat Man page
rcatlp Man page
rdgamma Man page
rdirichlet Man page
rdirmnom Man page
rdlaplace Man page
rdnorm Man page
rdunif Man page
rdweibull Man page
rfatigue Man page
rfrechet Man page
rgev Man page
rgompertz Man page
rgpd Man page
rgpois Man page
rgumbel Man page
rhcauchy Man page
rhnorm Man page
rht Man page
rhuber Man page
rinvchisq Man page
rinvgamma Man page
rkumar Man page
rlaplace Man page
rlgser Man page
rlomax Man page
rmixnorm Man page
rmixpois Man page
rmnom Man page
rmvhyper Man page
rnhyper Man page
rnsbeta Man page
rnst Man page
rpareto Man page
rpower Man page
rprop Man page
rrayleigh Man page
rsgomp Man page
rsign Man page
rskellam Man page
rslash Man page
rtbinom Man page
rtlambda Man page
rtnorm Man page
rtpois Man page
rtriang Man page
rwald Man page
rzib Man page
rzinb Man page
rzip Man page
ShiftGomp Man page
Skellam Man page
Slash Man page
Triangular Man page
TruncBinom Man page
TruncNormal Man page
TruncPoisson Man page
TuckeyLambda Man page
Wald Man page
ZIB Man page
ZINB Man page
ZIP Man page

Files

extraDistr
extraDistr/tests
extraDistr/tests/testthat.R
extraDistr/tests/testthat
extraDistr/tests/testthat/test-probabilities.R
extraDistr/tests/testthat/test-infinity.R
extraDistr/tests/testthat/test-discrete-sum-to-unity.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/rademacher-distribution.cpp
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/negative-hypergeometric-distribution.cpp
extraDistr/src/bernoulli-distribution.cpp
extraDistr/src/discrete-gamma-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/truncated-binomial-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/shifted-gompertz-distribution.cpp
extraDistr/src/Rcpp_init_extraDistr.c
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/categorical-distribution-lp.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/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/shared_inline.h
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/rademacher-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/negative-hypergeometric-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/discrete-gamma-distribution.R extraDistr/R/dirichlet-multinomial-distribution.R extraDistr/R/shifted-gompertz-distribution.R extraDistr/R/slash-distribution.R extraDistr/R/truncated-binomial-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/Rademacher.Rd extraDistr/man/NegHyper.Rd 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/ShiftGomp.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/TruncBinom.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/DiscreteGamma.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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.