Contains univariate distributions such as Normal, Cauchy, Hypergeometric, Poisson, Bernoulli, and specialized distributions such as the Kolmogorov-Smirnov, Nakagami, Weilbull, and Von-Mises distribtuions.
Classes
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BernoulliDistribution |
Bernoulli probability distribution.
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BetaDistribution |
Beta Distribution (of the first kind).
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BinomialDistribution |
Binomial probability distribution.
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CauchyDistribution |
Cauchy-Lorentz distribution.
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ChiSquareDistribution |
Chi-Square (χ²) probability distribution
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EmpiricalDistribution |
Empirical distribution.
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EmpiricalHazardDistribution |
Empirical Hazard Distribution.
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ExponentialDistribution |
Exponential distribution.
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FDistribution |
F (Fisher-Snedecor) distribution.
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GammaDistribution |
Gamma distribution.
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GeneralDiscreteDistribution |
Univariate general discrete distribution, also referred as the
Categorical distribution.
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GeometricDistribution |
(Shifted) Geometric Distribution.
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GompertzDistribution |
Gompertz distribution.
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HypergeometricDistribution |
Hypergeometric probability distribution.
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InverseGammaDistribution |
Inverse Gamma Distribution.
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InverseGaussianDistribution |
Inverse Gaussian (Normal) Distribution, also known as the Wald distribution.
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KolmogorovSmirnovDistribution |
Kolmogorov-Smirnov distribution.
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LaplaceDistribution |
Laplace's Distribution.
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LognormalDistribution |
Log-Normal (Galton) distribution.
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MannWhitneyDistribution |
Mann-Whitney's U statistic distribution.
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Mixture T |
Mixture of univariate probability distributions.
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NakagamiDistribution |
Nakagami distribution.
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NegativeBinomial |
Negative Binomial distribution.
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NoncentralTDistribution |
Noncentral t-distribution.
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NormalDistribution |
Normal (Gaussian) distribution.
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ParetoDistribution |
Pareto's Distribution.
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PoissonDistribution |
Poisson probability distribution.
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RayleighDistribution |
Rayleigh distribution.
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TDistribution |
Student's t-distribution.
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UniformContinuousDistribution |
Continuous Uniform Distribution.
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UniformDiscreteDistribution |
Discrete uniform distribution.
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UnivariateContinuousDistribution |
Abstract class for Probability Distributions.
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UnivariateDiscreteDistribution |
Abstract class for univariate discrete probability distributions.
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VonMisesDistribution |
von-Mises (Circular Normal) distribution.
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WeibullDistribution |
Weibull distribution.
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WilcoxonDistribution |
Wilcoxon's W statistic distribution.
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WrappedCauchyDistribution |
Wrapped Cauchy Distribution.
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Enumerations
| Enumeration | Description | |
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HazardEstimator |
Estimators for Hazard distribution functions.
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