Package | Description |
---|---|
de.lmu.ifi.dbs.elki.math.statistics.distribution |
Standard distributions, with random generation functionalities.
|
Modifier and Type | Class and Description |
---|---|
class |
BetaDistribution
Beta Distribution with implementation of the regularized incomplete beta
function
|
class |
CauchyDistribution
Cauchy distribution.
|
class |
ChiDistribution
Chi distribution.
|
class |
ChiSquaredDistribution
Chi-Squared distribution (a specialization of the Gamma distribution).
|
class |
ExponentialDistribution
Exponential distribution.
|
class |
ExponentiallyModifiedGaussianDistribution
Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution)
is a combination of a normal distribution and an exponential distribution.
|
class |
GammaDistribution
Gamma Distribution, with random generation and density functions.
|
class |
GeneralizedExtremeValueDistribution
Generalized Extreme Value (GEV) distribution, also known as Fisher–Tippett
distribution.
|
class |
GeneralizedLogisticAlternateDistribution
Generalized logistic distribution.
|
class |
GeneralizedLogisticDistribution
Generalized logistic distribution.
|
class |
GeneralizedParetoDistribution
Generalized Pareto Distribution (GPD), popular for modeling long tail
distributions.
|
class |
GumbelDistribution
Gumbel distribution, also known as Log-Weibull distribution.
|
class |
KappaDistribution
Kappa distribution, by Hosking.
|
class |
LaplaceDistribution
Laplace distribution also known as double exponential distribution
|
class |
LogGammaAlternateDistribution
Alternate Log-Gamma Distribution, with random generation and density
functions.
|
class |
LogGammaDistribution
Log-Gamma Distribution, with random generation and density functions.
|
class |
LogisticDistribution
Logistic distribution.
|
class |
LogLogisticDistribution
Log-Logistic distribution also known as Fisk distribution.
|
class |
LogNormalDistribution
Log-Normal distribution.
|
class |
NormalDistribution
Gaussian distribution aka normal distribution
|
class |
PoissonDistribution
INCOMPLETE implementation of the poisson distribution.
|
class |
RayleighDistribution
Rayleigh distribution.
|
class |
SkewGeneralizedNormalDistribution
Generalized Gaussian distribution by adding a skew term, similar to lognormal
distributions.
|
class |
StudentsTDistribution
Student's t distribution.
|
class |
UniformDistribution
Uniform distribution.
|
class |
WaldDistribution
Inverse Gaussian distribution aka Wald distribution
|
class |
WeibullDistribution
Weibull distribution.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.