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

Packages that use ProbabilityDensityFunction

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.
gov.sandia.cognition.statistics.montecarlo	Provides Monte Carlo procedures for numerical integration and sampling.

Uses of ProbabilityDensityFunction in gov.sandia.cognition.statistics

Subinterfaces of ProbabilityDensityFunction in gov.sandia.cognition.statistics

Modifier and Type	Interface and Description
interface	UnivariateProbabilityDensityFunction A PDF that takes doubles as input.

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

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

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

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

Modifier and Type	Class and Description
static class	BetaDistribution.PDF Beta distribution probability density function
static class	CauchyDistribution.PDF PDF of the CauchyDistribution.
static class	ChiSquareDistribution.PDF PDF of the Chi-Square distribution
static class	DirichletDistribution.PDF PDF of the Dirichlet distribution.
static class	ExponentialDistribution.PDF PDF of the ExponentialDistribution.
static class	GammaDistribution.PDF Closed-form PDF of the Gamma distribution
static class	InverseGammaDistribution.PDF PDF of the inverseRootFinder-Gamma distribution.
static class	InverseWishartDistribution.PDF PDF of the Inverse-Wishart distribution, though I have absolutely no idea why anybody would evaluate the PDF of an Inverse-Wishart...
static class	LaplaceDistribution.PDF The PDF of a Laplace Distribution.
static class	LogisticDistribution.PDF PDF of the LogisticDistribution
static class	LogNormalDistribution.PDF PDF of a Log-normal distribution
static class	MixtureOfGaussians.PDF PDF of the MixtureOfGaussians
static class	MultivariateGaussian.PDF PDF of a multivariate Gaussian
static class	MultivariateMixtureDensityModel.PDF<DistributionType extends ClosedFormComputableDistribution<Vector>> PDF of the MultivariateMixtureDensityModel
static class	MultivariateStudentTDistribution.PDF PDF of the MultivariateStudentTDistribution
static class	NormalInverseGammaDistribution.PDF PDF of the NormalInverseGammaDistribution
static class	NormalInverseWishartDistribution.PDF PDF of the normal inverse-Wishart distribution.
static class	ParetoDistribution.PDF PDF of the ParetoDistribution
static class	ScalarMixtureDensityModel.PDF PDF of the SMDM
static class	StudentTDistribution.PDF Evaluator that computes the Probability Density Function (CDF) of a Student-t distribution with a fixed number of degrees of freedom
static class	UniformDistribution.PDF Probability density function of a Uniform Distribution
static class	UnivariateGaussian.PDF PDF of the underlying Gaussian.
static class	WeibullDistribution.PDF PDF of the Weibull distribution

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

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

Modifier and Type	Method and Description
static <ValueType> java.util.ArrayList<DefaultWeightedValue<ValueType>>	ImportanceSampling.sample(ProbabilityDensityFunction<ValueType> importanceDistribution, Evaluator<ValueType,java.lang.Double> targetDistribution, java.util.Random random, int numSamples) Importance sampling is a technique for estimating properties of a target distribution, while only having samples generated from an "importance" distribution rather than the target distribution.

Uses of ProbabilityDensityFunction in gov.sandia.cognition.statistics.montecarlo

Constructors in gov.sandia.cognition.statistics.montecarlo with parameters of type ProbabilityDensityFunction

Constructor and Description
ImportanceSampler(ProbabilityDensityFunction<DataType> importanceDistribution) Creates a new instance of ImportanceSampler.