Uses of Interface
gov.sandia.cognition.statistics.ProbabilityMassFunction

Packages that use ProbabilityMassFunction

Package	Description
gov.sandia.cognition.statistics	Provides the inheritance hierarchy for general statistical methods and distributions.
gov.sandia.cognition.statistics.distribution	Provides statistical distributions.
gov.sandia.cognition.statistics.method	Provides algorithms for evaluating statistical data and conducting statistical inference, particularly frequentist methods.

Uses of ProbabilityMassFunction in gov.sandia.cognition.statistics

Subinterfaces of ProbabilityMassFunction in gov.sandia.cognition.statistics

Modifier and Type	Interface and Description
static interface	DataDistribution.PMF<KeyType> Interface for the probability mass function (PMF) of a data distribution.

Methods in gov.sandia.cognition.statistics that return ProbabilityMassFunction

Modifier and Type	Method and Description
ProbabilityMassFunction<DataType>	DiscreteDistribution.getProbabilityFunction()
ProbabilityMassFunction<DataType>	ProbabilityMassFunction.getProbabilityFunction()

Methods in gov.sandia.cognition.statistics with parameters of type ProbabilityMassFunction

Modifier and Type	Method and Description
static <DataType> double	ProbabilityMassFunctionUtil.getEntropy(ProbabilityMassFunction<DataType> pmf) Computes the information-theoretic entropy of the PMF in bits.
static <DataType> java.util.ArrayList<DataType>	ProbabilityMassFunctionUtil.sample(ProbabilityMassFunction<DataType> pmf, java.util.Random random, int numSamples) Samples from the ProbabilityMassFunction.
static <DataType> void	ProbabilityMassFunctionUtil.sampleInto(ProbabilityMassFunction<DataType> pmf, java.util.Random random, int numSamples, java.util.Collection<? super DataType> output) Samples from the ProbabilityMassFunction.
static <DataType> java.util.ArrayList<DataType>	ProbabilityMassFunctionUtil.sampleMultiple(ProbabilityMassFunction<DataType> pmf, java.util.Random random, int numSamples) Samples from the ProbabilityMassFunction.
static <DataType> void	ProbabilityMassFunctionUtil.sampleMultipleInto(ProbabilityMassFunction<DataType> pmf, java.util.Random random, int numSamples, java.util.Collection<? super DataType> output) Samples from the ProbabilityMassFunction.
static <DataType> DataType	ProbabilityMassFunctionUtil.sampleSingle(ProbabilityMassFunction<DataType> pmf, java.util.Random random) Draws a single sample from the given PMF

Uses of ProbabilityMassFunction in gov.sandia.cognition.statistics.distribution

Classes in gov.sandia.cognition.statistics.distribution that implement ProbabilityMassFunction

Modifier and Type	Class and Description
static class	BernoulliDistribution.PMF PMF of the Bernoulli distribution.
static class	BetaBinomialDistribution.PMF PMF of the BetaBinomialDistribution
static class	BinomialDistribution.PMF The Probability Mass Function of a binomial distribution.
static class	CategoricalDistribution.PMF PMF of the Categorical Distribution
static class	ChineseRestaurantProcess.PMF PMF of the Chinese Restaurant Process
static class	DefaultDataDistribution.PMF<KeyType> PMF of the DefaultDataDistribution
static class	DeterministicDistribution.PMF PMF of the deterministic distribution.
static class	GeometricDistribution.PMF PMF of the Geometric distribution
static class	MultinomialDistribution.PMF Probability Mass Function of the Multinomial Distribution.
static class	MultivariatePolyaDistribution.PMF PMF of the MultivariatePolyaDistribution
static class	NegativeBinomialDistribution.PMF PMF of the NegativeBinomialDistribution.
static class	PoissonDistribution.PMF PMF of the PoissonDistribution.
static class	ScalarDataDistribution.PMF PMF of the ScalarDataDistribution
static class	UniformIntegerDistribution.PMF Probability mass function of a discrete uniform distribution.
static class	YuleSimonDistribution.PMF PMF of the Yule-Simon Distribution

Uses of ProbabilityMassFunction in gov.sandia.cognition.statistics.method

Methods in gov.sandia.cognition.statistics.method with parameters of type ProbabilityMassFunction

Modifier and Type	Method and Description
static <DomainType> ChiSquareConfidence.Statistic	ChiSquareConfidence.evaluateNullHypothesis(java.util.Collection<? extends DomainType> data, ProbabilityMassFunction<DomainType> pmf) Computes the chi-square test between a collection of data and a Probability Mass Function that may have create the observed data.