Uses of Package
elki.math.statistics.distribution

Packages that use elki.math.statistics.distribution

Package	Description
elki.clustering.biclustering	Biclustering algorithms.
elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
elki.datasource.filter.cleaning	Filters for data cleaning.
elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
elki.datasource.filter.transform	Data space transformations.
elki.math.statistics.distribution	Standard distributions, with random generation functionalities.
elki.math.statistics.distribution.estimator	Estimators for statistical distributions.
elki.math.statistics.distribution.estimator.meta	Meta estimators: estimators that do not actually estimate themselves, but instead use other estimators, e.g., on a trimmed data set, or as an ensemble.
elki.utilities.scaling.outlier	Scaling of outlier scores, that require a statistical analysis of the occurring values.

Classes in elki.math.statistics.distribution used by elki.clustering.biclustering

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.data.synthetic.bymodel

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.datasource.filter.cleaning

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.datasource.filter.normalization.columnwise

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.datasource.filter.transform

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.math.statistics.distribution

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

Classes in elki.math.statistics.distribution used by elki.math.statistics.distribution.estimator

Class	Description
CauchyDistribution	Cauchy distribution.
Distribution	Statistical distributions, with their common functions.
ExpGammaDistribution	Exp-Gamma Distribution, with random generation and density functions.
ExponentialDistribution	Exponential distribution.
ExponentiallyModifiedGaussianDistribution	Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution) is a combination of a normal distribution and an exponential distribution.
GammaDistribution	Gamma Distribution, with random generation and density functions.
GeneralizedExtremeValueDistribution	Generalized Extreme Value (GEV) distribution, also known as Fisher–Tippett distribution.
GeneralizedLogisticAlternateDistribution	Generalized logistic distribution.
GeneralizedParetoDistribution	Generalized Pareto Distribution (GPD), popular for modeling long tail distributions.
GumbelDistribution	Gumbel distribution, also known as Log-Weibull distribution.
InverseGaussianDistribution	Inverse Gaussian distribution aka Wald distribution.
LaplaceDistribution	Laplace distribution also known as double exponential distribution
LogGammaDistribution	Log-Gamma Distribution, with random generation and density functions.
LogisticDistribution	Logistic distribution.
LogLogisticDistribution	Log-Logistic distribution also known as Fisk distribution.
LogNormalDistribution	Log-Normal distribution.
NormalDistribution	Gaussian distribution aka normal distribution
RayleighDistribution	Rayleigh distribution, a special case of the Weibull distribution.
SkewGeneralizedNormalDistribution	Generalized normal distribution by adding a skew term, similar to lognormal distributions.
UniformDistribution	Uniform distribution.
WeibullDistribution	Weibull distribution.

Classes in elki.math.statistics.distribution used by elki.math.statistics.distribution.estimator.meta

Class	Description
Distribution	Statistical distributions, with their common functions.

Classes in elki.math.statistics.distribution used by elki.utilities.scaling.outlier

Class	Description
Distribution	Statistical distributions, with their common functions.