gov.sandia.cognition.statistics

Interface EstimableDistribution<ObservationType,DistributionType extends EstimableDistribution<ObservationType,? extends DistributionType>>

Type Parameters:

ObservationType - Type of observations generated by the Distribution.

DistributionType - Type of distribution returned from the DistributionEstimator.

All Superinterfaces:

java.lang.Cloneable, CloneableSerializable, Distribution<ObservationType>, java.io.Serializable

All Known Subinterfaces:

DataDistribution<DataType>, DataDistribution.PMF<KeyType>, EstimableWeightedDistribution<ObservationType,DistributionType>

All Known Implementing Classes:

AbstractDataDistribution, BetaBinomialDistribution, BetaBinomialDistribution.CDF, BetaBinomialDistribution.PMF, BetaDistribution, BetaDistribution.CDF, BetaDistribution.PDF, BinomialDistribution, BinomialDistribution.CDF, BinomialDistribution.PMF, DataCountTreeSetBinnedMapHistogram, DefaultDataDistribution, DefaultDataDistribution.PMF, ExponentialDistribution, ExponentialDistribution.CDF, ExponentialDistribution.PDF, GammaDistribution, GammaDistribution.CDF, GammaDistribution.PDF, GeometricDistribution, GeometricDistribution.CDF, GeometricDistribution.PMF, LaplaceDistribution, LaplaceDistribution.CDF, LaplaceDistribution.PDF, LogNormalDistribution, LogNormalDistribution.CDF, LogNormalDistribution.PDF, MultivariateGaussian, MultivariateGaussian.PDF, NegativeBinomialDistribution, NegativeBinomialDistribution.CDF, NegativeBinomialDistribution.PMF, PoissonDistribution, PoissonDistribution.CDF, PoissonDistribution.PMF, ScalarDataDistribution, ScalarDataDistribution.CDF, ScalarDataDistribution.PMF, StudentTDistribution, StudentTDistribution.CDF, StudentTDistribution.PDF, UniformDistribution, UniformDistribution.CDF, UniformDistribution.PDF, UniformIntegerDistribution, UniformIntegerDistribution.CDF, UniformIntegerDistribution.PMF, UnivariateGaussian, UnivariateGaussian.CDF, UnivariateGaussian.CDF.Inverse, UnivariateGaussian.PDF

public interface EstimableDistribution<ObservationType,DistributionType extends EstimableDistribution<ObservationType,? extends DistributionType>>
extends Distribution<ObservationType>

A Distribution that has an estimator associated with it, typically a closed-form estimator.

Since:

3.1

Author:

Kevin R. Dixon

Method Summary

Modifier and Type	Method and Description
DistributionEstimator<ObservationType,? extends DistributionType>	getEstimator() Gets an estimator associated with this distribution.

Methods inherited from interface gov.sandia.cognition.statistics.Distribution

sample, sample, sampleInto

Methods inherited from interface gov.sandia.cognition.util.CloneableSerializable

clone

Method Detail

getEstimator

DistributionEstimator<ObservationType,? extends DistributionType> getEstimator()

Gets an estimator associated with this distribution.

Returns:

A distribution estimator associated for this distribution.