s_distributions

Library for statistical distributions.

currently supported features:

• pdf
• cdf
• logpdf
• logcdf
• likelihood
• loglikelihood
• central moments
  • mean
  • median
  • mode
• variance
• skewness
• kurtosis
• standard deviation
• entropy

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List of supported distributions

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Discrete

Univariate

• Uniform
• Binomial
• Bernoulli
• Hypergeometric
• Geometric
• Poisson
• Zeta

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Continuous

Univariate

• Arcsine
• Bates
• Bernoulli
• Beta
• BetaPrime
• BetaRectangular
• Cauchy
• Chi
• ChiSquare
• Erlang
• Exponential
• F
• Gamma
• Gaussian
• Gumbell
• Laplace
• Logistic
• LogicNormal
• MaxwellBoltzmann
• Pareto
• Rayleigh
• T
• Trapezoidal
• UniormContinous
• Weibull
• WeibullInverse
• WignerSemicircle