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

Packages that use de.lmu.ifi.dbs.elki.math.statistics.distribution

Package	Description
de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering	Biclustering algorithms
de.lmu.ifi.dbs.elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file GeneratorXMLSpec is a standalone application that loads an XML specification file and generates a synthetic data set according to the specifications given.
de.lmu.ifi.dbs.elki.datasource.filter.cleaning	Filters for data cleaning.
de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
de.lmu.ifi.dbs.elki.datasource.filter.transform	Data space transformations
de.lmu.ifi.dbs.elki.math.statistics.distribution	Standard distributions, with random generation functionalities
de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator	Estimators for statistical distributions.
de.lmu.ifi.dbs.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.
de.lmu.ifi.dbs.elki.utilities.scaling.outlier	Scaling of outlier scores, that require a statistical analysis of the occurring values

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering

Class and Description
Distribution Statistical distributions, with their common functions.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.data.synthetic.bymodel

Class and Description
Distribution Statistical distributions, with their common functions.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.datasource.filter.cleaning

Class and Description
Distribution Statistical distributions, with their common functions.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise

Class and Description
Distribution Statistical distributions, with their common functions.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.datasource.filter.transform

Class and Description
ExponentialDistribution Exponential distribution.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.math.statistics.distribution

Class and Description
AbstractDistribution Abstract base class for distributions.
AbstractDistribution.Parameterizer Parameterization class.
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.
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 de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator

Class and 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 de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.meta

Class and Description
Distribution Statistical distributions, with their common functions.

Classes in de.lmu.ifi.dbs.elki.math.statistics.distribution used by de.lmu.ifi.dbs.elki.utilities.scaling.outlier

Class and Description
Distribution Statistical distributions, with their common functions.