Package elki.math.statistics.distribution
Standard distributions, with random generation functionalities.

Interface Summary Interface Description Distribution Statistical distributions, with their common functions.Distribution.Parameterizer Common distributions parameters. 
Class Summary Class Description BetaDistribution Beta Distribution with implementation of the regularized incomplete beta functionBetaDistribution.Par Parameterization classCauchyDistribution Cauchy distribution.CauchyDistribution.Par Parameterization classChiDistribution Chi distribution.ChiDistribution.Par Parameterization classChiSquaredDistribution ChiSquared distribution (a specialization of the Gamma distribution).ChiSquaredDistribution.Par Parameterization classConstantDistribution Pseudo distribution, that has a unique constant value.ConstantDistribution.Par Parameterization classExpGammaDistribution ExpGamma Distribution, with random generation and density functions.ExpGammaDistribution.Par Parameterization classExponentialDistribution Exponential distribution.ExponentialDistribution.Par Parameterization classExponentiallyModifiedGaussianDistribution Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution) is a combination of a normal distribution and an exponential distribution.ExponentiallyModifiedGaussianDistribution.Par Parameterization classGammaDistribution Gamma Distribution, with random generation and density functions.GammaDistribution.Par Parameterization classGeneralizedExtremeValueDistribution Generalized Extreme Value (GEV) distribution, also known as Fisherâ€“Tippett distribution.GeneralizedExtremeValueDistribution.Par Parameterization classGeneralizedLogisticAlternateDistribution Generalized logistic distribution.GeneralizedLogisticAlternateDistribution.Par Parameterization classGeneralizedLogisticDistribution Generalized logistic distribution.GeneralizedLogisticDistribution.Par Parameterization classGeneralizedParetoDistribution Generalized Pareto Distribution (GPD), popular for modeling long tail distributions.GeneralizedParetoDistribution.Par Parameterization classGumbelDistribution Gumbel distribution, also known as LogWeibull distribution.GumbelDistribution.Par Parameterization classHaltonUniformDistribution Halton sequences are a pseudouniform distribution.HaltonUniformDistribution.Par Parameterization classInverseGaussianDistribution Inverse Gaussian distribution aka Wald distribution.InverseGaussianDistribution.Par Parameterization classKappaDistribution Kappa distribution, by Hosking.KappaDistribution.Par Parameterization classLaplaceDistribution Laplace distribution also known as double exponential distributionLaplaceDistribution.Par Parameterization classLogGammaDistribution LogGamma Distribution, with random generation and density functions.LogGammaDistribution.Par Parameterization classLogisticDistribution Logistic distribution.LogisticDistribution.Par Parameterization classLogLogisticDistribution LogLogistic distribution also known as Fisk distribution.LogLogisticDistribution.Par Parameterization classLogNormalDistribution LogNormal distribution.LogNormalDistribution.Par Parameterization classNormalDistribution Gaussian distribution aka normal distributionNormalDistribution.Par Parameterization classPoissonDistribution INCOMPLETE implementation of the poisson distribution.PoissonDistribution.Par Parameterization classRayleighDistribution Rayleigh distribution, a special case of the Weibull distribution.RayleighDistribution.Par Parameterization classSkewGeneralizedNormalDistribution Generalized normal distribution by adding a skew term, similar to lognormal distributions.SkewGeneralizedNormalDistribution.Par Parameterization classStudentsTDistribution Student's t distribution.StudentsTDistribution.Par Parameterization classUniformDistribution Uniform distribution.UniformDistribution.Par Parameterization classWeibullDistribution Weibull distribution.WeibullDistribution.Par Parameterization class