Package de.lmu.ifi.dbs.elki.math.statistics.distribution

Standard distributions, with random generation functionalities.

See: Description

Interface Summary

Interface	Description
Distribution	Statistical distributions, with their common functions.

Class Summary

Class	Description
AbstractDistribution	Abstract base class for distributions.
AbstractDistribution.Parameterizer	Parameterization class.
BetaDistribution	Beta Distribution with implementation of the regularized incomplete beta function
BetaDistribution.Parameterizer	Parameterization class
CauchyDistribution	Cauchy distribution.
CauchyDistribution.Parameterizer	Parameterization class
ChiDistribution	Chi distribution.
ChiDistribution.Parameterizer	Parameterization class
ChiSquaredDistribution	Chi-Squared distribution (a specialization of the Gamma distribution).
ChiSquaredDistribution.Parameterizer	Parameterization class
ConstantDistribution	Pseudo distribution, that has a unique constant value.
ConstantDistribution.Parameterizer	Parameterization class
ExponentialDistribution	Exponential distribution.
ExponentialDistribution.Parameterizer	Parameterization class
ExponentiallyModifiedGaussianDistribution	Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution) is a combination of a normal distribution and an exponential distribution.
ExponentiallyModifiedGaussianDistribution.Parameterizer	Parameterization class
GammaDistribution	Gamma Distribution, with random generation and density functions.
GammaDistribution.Parameterizer	Parameterization class TODO: allow alternate parameterization, with alpha+beta?
GeneralizedExtremeValueDistribution	Generalized Extreme Value (GEV) distribution, also known as Fisher–Tippett distribution.
GeneralizedExtremeValueDistribution.Parameterizer	Parameterization class
GeneralizedLogisticAlternateDistribution	Generalized logistic distribution.
GeneralizedLogisticAlternateDistribution.Parameterizer	Parameterization class
GeneralizedLogisticDistribution	Generalized logistic distribution.
GeneralizedLogisticDistribution.Parameterizer	Parameterization class
GeneralizedParetoDistribution	Generalized Pareto Distribution (GPD), popular for modeling long tail distributions.
GeneralizedParetoDistribution.Parameterizer	Parameterization class
GumbelDistribution	Gumbel distribution, also known as Log-Weibull distribution.
GumbelDistribution.Parameterizer	Parameterization class
HaltonUniformDistribution	Halton sequences are a pseudo-uniform distribution.
HaltonUniformDistribution.Parameterizer	Parameterization class TODO: allow manual parameterization of sequence parameters!
KappaDistribution	Kappa distribution, by Hosking.
KappaDistribution.Parameterizer	Parameterization class
LaplaceDistribution	Laplace distribution also known as double exponential distribution
LaplaceDistribution.Parameterizer	Parameterization class
LogGammaAlternateDistribution	Alternate Log-Gamma Distribution, with random generation and density functions.
LogGammaAlternateDistribution.Parameterizer	Parameterization class
LogGammaDistribution	Log-Gamma Distribution, with random generation and density functions.
LogGammaDistribution.Parameterizer	Parameterization class
LogisticDistribution	Logistic distribution.
LogisticDistribution.Parameterizer	Parameterization class
LogLogisticDistribution	Log-Logistic distribution also known as Fisk distribution.
LogLogisticDistribution.Parameterizer	Parameterization class
LogNormalDistribution	Log-Normal distribution.
LogNormalDistribution.Parameterizer	Parameterization class
NormalDistribution	Gaussian distribution aka normal distribution
NormalDistribution.Parameterizer	Parameterization class
PoissonDistribution	INCOMPLETE implementation of the poisson distribution.
PoissonDistribution.Parameterizer	Parameterization class
RayleighDistribution	Rayleigh distribution.
RayleighDistribution.Parameterizer	Parameterization class
SkewGeneralizedNormalDistribution	Generalized Gaussian distribution by adding a skew term, similar to lognormal distributions.
SkewGeneralizedNormalDistribution.Parameterizer	Parameterization class
StudentsTDistribution	Student's t distribution.
StudentsTDistribution.Parameterizer	Parameterization class
UniformDistribution	Uniform distribution.
UniformDistribution.Parameterizer	Parameterization class
WaldDistribution	Inverse Gaussian distribution aka Wald distribution
WaldDistribution.Parameterizer	Parameterization class
WeibullDistribution	Weibull distribution.
WeibullDistribution.Parameterizer	Parameterization class

Package de.lmu.ifi.dbs.elki.math.statistics.distribution Description

Standard distributions, with random generation functionalities.