| 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  | 
ExpGammaDistribution
Exp-Gamma Distribution, with random generation and density functions. 
 | 
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  | 
InverseGaussianDistribution
Inverse Gaussian distribution aka Wald distribution. 
 | 
class  | 
KappaDistribution
Kappa distribution, by Hosking. 
 | 
class  | 
LaplaceDistribution
Laplace distribution also known as double exponential distribution 
 | 
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, a special case of the Weibull distribution. 
 | 
class  | 
SkewGeneralizedNormalDistribution
Generalized normal distribution by adding a skew term, similar to lognormal
 distributions. 
 | 
class  | 
StudentsTDistribution
Student's t distribution. 
 | 
class  | 
UniformDistribution
Uniform distribution. 
 | 
class  | 
WeibullDistribution
Weibull distribution. 
 | 
Copyright © 2019 ELKI Development Team. License information.