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.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
de.lmu.ifi.dbs.elki.datasource.filter	Data filtering, in particular for normalization and projection.
de.lmu.ifi.dbs.elki.math.statistics.distribution	Standard distributions, with random generation functionalities.

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

Class and Description
DistributionWithRandom Distribution that also has support for generating random numbers.

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

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
ChiSquaredDistribution Chi-Squared distribution (a specialization of the Gamma distribution).
Distribution Statistical distributions, with their common functions.
DistributionEstimator Estimate distribution parameters from a sample.
DistributionWithRandom Distribution that also has support for generating random numbers.
ExponentiallyModifiedGaussianDistribution Exponentially modified Gaussian (EMG) distribution (ExGaussian distribution) is a combination of a normal distribution and an exponential distribution.
ExponentiallyModifiedGaussianDistribution.OlivierNorbergEstimator Naive distribution estimation using mean and sample variance.
GammaDistribution Gamma Distribution, with random generation and density functions.
GammaDistribution.ChoiWetteEstimator Estimate distribution parameters using the method by Choi and Wette.
GammaDistribution.MADEstimator Robust parameter estimation for the Gamma distribution.
GammaDistribution.NaiveEstimator Simple parameter estimation for the Gamma distribution.
LogGammaDistribution Gamma Distribution, with random generation and density functions.
LogGammaDistribution.ChoiWetteEstimator Estimate distribution parameters using the method by Choi and Wette.
LogGammaDistribution.MADEstimator Robust parameter estimation for the LogGamma distribution.
LogGammaDistribution.NaiveEstimator Simple parameter estimation for the Gamma distribution.
LogNormalDistribution Log-Normal distribution.
LogNormalDistribution.LevenbergMarquardtKDEEstimator Distribution parameter estimation using Levenberg-Marquardt iterative optimization and a kernel density estimation.
LogNormalDistribution.MADEstimator Estimator using Medians.
LogNormalDistribution.NaiveEstimator Naive distribution estimation using mean and sample variance.
NormalDistribution Gaussian distribution aka normal distribution
NormalDistribution.LevenbergMarquardtKDEEstimator Distribution parameter estimation using Levenberg-Marquardt iterative optimization and a kernel density estimation.
NormalDistribution.MADEstimator Estimator using Medians.
NormalDistribution.NaiveEstimator Naive distribution estimation using mean and sample variance.
UniformDistribution Uniform distribution.
UniformDistribution.NaiveMinMaxEstimator Estimate the uniform distribution by computing min and max.
UniformDistribution.RefinedMinMaxEstimator Slightly improved estimation, that takes sample size into account.