@@ -32,8 +32,8 @@ think information is not accurate or not complete, please send an e-mail
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to the maintainer or submit an issue or pull request in the GitHub
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repository linked above.
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- [ Base functionality:] {#Base}
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- ----------------------------
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+ # [ Base functionality:] {#Base}
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+
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- Base R provides probability distribution functions ` p ` * foo* ` () `
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density functions ` d ` * foo* ` () ` , quantile functions ` q ` * foo* ` () ` ,
@@ -58,8 +58,10 @@ repository linked above.
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Pascal-Poisson, Poisson, Poisson-binomial, Poisson-Lindley,
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Poisson-Pascal, Polya Aeppli, Thomas, Waring, Yule.
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- [ Discrete univariate distributions:] {#UnivariateDiscrete}
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- ---------------------------------------------------------
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+ # [ Discrete distributions:] {#Discrete}
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+
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+ ## [ Discrete univariate distributions:] {#UnivariateDiscrete}
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+
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- * Beta-binomial distribution:* provided in
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` r pkg("VGAM", priority = "core") ` ,
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Zipf distribution: the Marshall-Olkin Extended Zipf, the
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Zipf-Poisson Extreme and the Zipf-Poisson Stopped Sum distributions.
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- [ Discrete multivariate distributions:] {#MultivariateDiscrete}
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- -------------------------------------------------------------
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+ ## [ Discrete multivariate distributions:] {#MultivariateDiscrete}
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+
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- * Bivariate geometric:* d, r functions provided in
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` r pkg("bivgeom") ` . ` r pkg("BivGeo") `
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- * Multivariate Ewens distribution:* not yet implemented?
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- * Truncated Stick-Breaking distribution:* provided in
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` r pkg("LaplacesDemon") ` .
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+
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+ # [ Continuous distributions:] {#Continuous}
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+
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+ ## [ Continuous univariate distributions:] {#UnivariateContinuous}
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- [ Continuous univariate distributions:] {#UnivariateContinuous}
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- -------------------------------------------------------------
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- * Arcsine distribution:* implemented in package
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` r pkg("distr") ` .
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` r pkg("CaDENCE") ` provides the zero-inflated Weibull
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distribution.
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- [ Continuous multivariate distributions:] {#MultivariateContinuous}
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- -----------------------------------------------------------------
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+ ## [ Continuous multivariate distributions:] {#MultivariateContinuous}
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+
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- * Bivariate Pareto:* ` r pkg("Bivariate.Pareto") ` provides
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a random generator for the bivariate Pareto distribution.
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` r pkg("MultiRNG") ` . ` r pkg("compositions") `
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provides a random generator on the simplex.
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- [ Mixed-type distributions:] {#MixedType}
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- ---------------------------------------
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+ # [ Other distributions:] {#Other}
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+
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+ ## [ Mixed-type distributions:] {#MixedType}
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+
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- * Maxwell-Boltzmann-Bose-Einstein-Fermi-Dirac (MBBEFD) distribution
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:* provided in ` r pkg("mbbefd") ` .
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provides the zero-modified normal distribution and the zero-modified
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lognormal distribution.
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- [ Mixture of probability laws:] {#Mixture}
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- ----------------------------------------
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+ ## [ Mixture of probability laws:] {#Mixture}
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+
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- * Bernoulli-dist mixture:* d, p, q, r functions for
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Bernoulli-exponential, Bernoulli-Gamma, Bernoulli-lognormal,
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packages provide d, r functions for finite von Mises Fisher
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mixtures.
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- [ Compound, composite, discretized, exponentiated and transformation of distributions:] {#Transform}
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- --------------------------------------------------------------------------------------------------
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+ ## [ Compound, composite, discretized, exponentiated and transformation of distributions:] {#Transform}
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+
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- * Absolute value or half distribution:* Half-Cauchy, half normal and
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half-student are implemented both in
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distribution; ` r pkg("LaplacesDemon") ` provides a
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generic function in a Bayesian environment.
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- [ Moments, skewness, kurtosis and etc:] {#Moments}
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- ------------------------------------------------
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+ # [ Moments, skewness, kurtosis and etc:] {#Moments}
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+
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- * Empirical mean, standard deviation and variance:* base R provides
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` mean() ` , ` sd() ` , ` var() ` functions to compute the mean, standard
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truncated or folded of the following multivariate distributions:
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normal, skew normal, extended skew normal and student.
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- [ Random matrices:] {#Matrix}
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- ---------------------------
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+
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+ # [ Random matrices:] {#Matrix}
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+
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- * Huang-Wan distribution:* provided in
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` r pkg("LaplacesDemon") ` .
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- * Zellner distribution:* provided in
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` r pkg("LaplacesDemon") ` .
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- [ Copulas:] {#Copulas}
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- --------------------
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+ # [ Copulas:] {#Copulas}
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+
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- * Unified approaches:* The packages
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` r pkg("fCopulae", priority = "core") ` ,
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functions for C- and D-vine copulas and
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` r pkg("VineCopula") ` for general R-vine copulas.
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- [ Random number generators (RNG):] {#Random}
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- ------------------------------------------
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+ # [ Random number generators (RNG):] {#Random}
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+
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- * Basic functionality:* R provides several random number generators
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(RNGs). The random seed can be provided via ` set.seed ` and the kind
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package. See the ` r view("HighPerformanceComputing") `
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task view for more details.
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- [ Miscellaneous:] {#Misc}
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- -----------------------
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+ # [ Miscellaneous:] {#Misc}
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+
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- * Computation:*
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- * Approximation of d, p, q, r functions:*
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