R Interface to the 'UNU.RAN' Random Variate Generators

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Documentation for package ‘Runuran’ version 0.40

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

A D H I M P R S T U V

Runuran-package

Runuran - R interface to Universal Non-Uniform RANdom variate generators library

-- A --

arou.new	UNU.RAN generator based on Automatic Ratio-Of-Uniforms method (AROU)
aroud.new	UNU.RAN generator based on Automatic Ratio-Of-Uniforms method (AROU)
ars.new	UNU.RAN generator based on Adaptive Rejection Sampling (ARS)
arsd.new	UNU.RAN generator based on Adaptive Rejection Sampling (ARS)

-- D --

dari.new	UNU.RAN generator based on Discrete Automatic Rejection Inversion (DARI)
darid.new	UNU.RAN generator based on Discrete Automatic Rejection Inversion (DARI)
dau.new	UNU.RAN generator based on the Alias method (DAU)
daud.new	UNU.RAN generator based on the Alias method (DAU)
dgt.new	UNU.RAN generator based on table guided discrete inversion (DGT)
dgtd.new	UNU.RAN generator based on table guided discrete inversion (DGT)

-- H --

hitro.new

UNU.RAN generator based on Hit-and-Run sampler (HITRO)

-- I --

initialize-method	Class "unuran" - Universal Non-Uniform RANdom variate generators
initialize-method	Class "unuran.cmv" for Continuous Multivariate Distribution
initialize-method	Class "unuran.cont" for Continuous Distribution
initialize-method	Class "unuran.discr" for Discrete Distribution
initialize-method	Virtual class "unuran.distr"
itdr.new	UNU.RAN generator based on Inverse Transformed Density Rejection (ITDR)
itdrd.new	UNU.RAN generator based on Inverse Transformed Density Rejection (ITDR)

-- M --

mixt.new

UNU.RAN generator for finite mixture of distributions

-- P --

pinv.new	UNU.RAN generator based on Polynomial interpolation of INVerse CDF (PINV)
pinvd.new	UNU.RAN generator based on Polynomial interpolation of INVerse CDF (PINV)
print-method	Class "unuran" - Universal Non-Uniform RANdom variate generators
print-method	Class "unuran.cmv" for Continuous Multivariate Distribution
print-method	Class "unuran.cont" for Continuous Distribution
print-method	Class "unuran.discr" for Discrete Distribution
print-method	Virtual class "unuran.distr"

-- R --

Runuran	Runuran - R interface to Universal Non-Uniform RANdom variate generators library
Runuran.distributions	UNU.RAN distribution objects
Runuran.options	Set or return options for Runuran library
Runuran.special.generators	Generators for distributions based on methods from the UNU.RAN library

-- S --

set.aux.seed	Use auxiliary random number generator for Runuran objects
show-method	Class "unuran" - Universal Non-Uniform RANdom variate generators
show-method	Class "unuran.cmv" for Continuous Multivariate Distribution
show-method	Class "unuran.cont" for Continuous Distribution
show-method	Class "unuran.discr" for Discrete Distribution
show-method	Virtual class "unuran.distr"
SpecialGenerator	Generators for distributions based on methods from the UNU.RAN library
srou.new	UNU.RAN generator based on Simple Ratio-Of-Uniforms Method (SROU)
sroud.new	UNU.RAN generator based on Simple Ratio-Of-Uniforms Method (SROU)

-- T --

tabl.new	UNU.RAN generator based on TABLe based Rejection (TABL)
tabld.new	UNU.RAN generator based on TABLe based Rejection (TABL)
tdr.new	UNU.RAN generator based on Transformed Density Rejection (TDR)
tdrd.new	UNU.RAN generator based on Transformed Density Rejection (TDR)

-- U --

ud	Density function for "unuran" object
udbeta	UNU.RAN object for Beta distribution
udbinom	UNU.RAN object for Binomial distribution
udcauchy	UNU.RAN object for Cauchy distribution
udchi	UNU.RAN object for Chi distribution
udchisq	UNU.RAN object for Chi-Squared distribution
udexp	UNU.RAN object for Exponential distribution
udf	UNU.RAN object for F distribution
udfrechet	UNU.RAN object for Frechet distribution
udgamma	UNU.RAN object for Gamma distribution
udgeom	UNU.RAN object for Geometric distribution
udghyp	UNU.RAN object for Generalized Hyperbolic distribution
udgig	UNU.RAN object for Generalized Inverse Gaussian distribution
udgiga	UNU.RAN object for Generalized Inverse Gaussian distribution
udgumbel	UNU.RAN object for Gumbel distribution
udhyper	UNU.RAN object for Hypergeometric distribution
udhyperbolic	UNU.RAN object for Hyperbolic distribution
udig	UNU.RAN object for Inverse Gaussian distribution
udlaplace	UNU.RAN object for Laplace distribution
udlnorm	UNU.RAN object for Log Normal distribution
udlogarithmic	UNU.RAN object for Logarithmic distribution
udlogis	UNU.RAN object for Logistic distribution
udlomax	UNU.RAN object for Lomax distribution
udmeixner	UNU.RAN object for Meixner distribution
udnbinom	UNU.RAN object for Negative Binomial distribution
udnorm	UNU.RAN object for Normal distribution
udpareto	UNU.RAN object for Pareto distribution
udpois	UNU.RAN object for Poisson distribution
udpowerexp	UNU.RAN object for Powerexponential distribution
udrayleigh	UNU.RAN object for Rayleigh distribution
udslash	UNU.RAN object for Slash distribution
udt	UNU.RAN object for Student t distribution
udvg	UNU.RAN object for Variance Gamma distribution
udweibull	UNU.RAN object for Weibull distribution
unuran	Runuran - R interface to Universal Non-Uniform RANdom variate generators library
unuran-class	Class "unuran" - Universal Non-Uniform RANdom variate generators
unuran.cmv-class	Class "unuran.cmv" for Continuous Multivariate Distribution
unuran.cmv.new	Create a UNU.RAN continuous multivariate distribution object
unuran.cont-class	Class "unuran.cont" for Continuous Distribution
unuran.cont.new	Create a UNU.RAN continuous univariate distribution object
unuran.details	Information on a given "unuran" generator object
unuran.discr-class	Class "unuran.discr" for Discrete Distribution
unuran.discr.new	Create a UNU.RAN discrete univariate distribution object
unuran.distr-class	Virtual class "unuran.distr"
unuran.is.inversion	Test whether a "unuran" generator object implements an inversion method
unuran.new	Create a UNU.RAN object
unuran.packed	Pack "unuran" object
unuran.packed-method	Pack "unuran" object
unuran.packed<-	Pack "unuran" object
unuran.packed<--method	Pack "unuran" object
unuran.sample	Sample from a distribution specified by a "unuran" object
unuran.verify.hat	Verify hat and squeezes in a "unuran" generator object
up	Distribution function for "unuran" object
uq	Quantile function for "unuran" object
ur	Sample from a distribution specified by a "unuran" object
urbeta	UNU.RAN Beta random variate generator
urbinom	UNU.RAN Binomial random variate generator
urburr	UNU.RAN Burr random variate generator
urcauchy	UNU.RAN Cauchy random variate generator
urchi	UNU.RAN Chi random variate generator
urchisq	UNU.RAN Chi-Squared random variate generator
urdau	UNU.RAN discrete random variate generator
urdgt	UNU.RAN discrete random variate generator
urexp	UNU.RAN Exponential random variate generator
urextremeI	UNU.RAN Extreme value type I (Gumbel-type) random variate generator
urextremeII	UNU.RAN Extreme value type II (Frechet-type) random variate generator
urf	UNU.RAN F random variate generator
urgamma	UNU.RAN Gamma random variate generator
urgeom	UNU.RAN Geometric random variate generator
urgig	UNU.RAN Generalized Inverse Gaussian Distribution variate generator
urhyper	UNU.RAN Hypergeometric random variate generator
urhyperbolic	UNU.RAN Hyperbolic random variate generator
urlaplace	UNU.RAN Laplace random variate generator
urlnorm	UNU.RAN Log-Normal random variate generator
urlogarithmic	UNU.RAN Logarithmic random variate generator
urlogis	UNU.RAN Logistic random variate generator
urlomax	UNU.RAN Lomax random variate generator
urnbinom	UNU.RAN Negative Binomial random variate generator
urnorm	UNU.RAN Normal random variate generator
urpareto	UNU.RAN Pareto random variate generator
urplanck	UNU.RAN Planck random variate generator
urpois	UNU.RAN Poisson random variate generator
urpowerexp	UNU.RAN Powerexponential random variate generator
urrayleigh	UNU.RAN Rayleigh random variate generator
urt	UNU.RAN Student t random variate generator
urtriang	UNU.RAN Triangular random variate generator
urweibull	UNU.RAN Weibull random variate generator
use.aux.urng	Use auxiliary random number generator for Runuran objects
use.aux.urng-method	Use auxiliary random number generator for Runuran objects
use.aux.urng<-	Use auxiliary random number generator for Runuran objects
use.aux.urng<--method	Use auxiliary random number generator for Runuran objects

-- V --

vnrou.new

UNU.RAN generator based on Multivariate Naive Ratio-Of-Uniforms method (VNROU)