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

Packages that use UnivariateProbabilityDensityFunction

Package	Description
gov.sandia.cognition.learning.algorithm.bayes	Provides algorithms for computing Bayesian categorizers.
gov.sandia.cognition.statistics	Provides the inheritance hierarchy for general statistical methods and distributions.
gov.sandia.cognition.statistics.bayesian	Provides algorithms for computing Bayesian estimates of parameters.
gov.sandia.cognition.statistics.distribution	Provides statistical distributions.

Uses of UnivariateProbabilityDensityFunction in gov.sandia.cognition.learning.algorithm.bayes

Classes in gov.sandia.cognition.learning.algorithm.bayes with type parameters of type UnivariateProbabilityDensityFunction

Modifier and Type	Class and Description
class	VectorNaiveBayesCategorizer<CategoryType,DistributionType extends UnivariateProbabilityDensityFunction> A naive Bayesian categorizer that takes an input vector and applies an independent scalar probability density function to each one.
static class	VectorNaiveBayesCategorizer.Learner<CategoryType,DistributionType extends UnivariateProbabilityDensityFunction> A supervised batch distributionLearner for a vector Naive Bayes categorizer.
static class	VectorNaiveBayesCategorizer.OnlineLearner<CategoryType,DistributionType extends UnivariateProbabilityDensityFunction> An online (incremental) distributionLearner for the Naive Bayes categorizer that uses an incremental distribution learner for the distribution representing each dimension for each category.

Uses of UnivariateProbabilityDensityFunction in gov.sandia.cognition.statistics

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

Modifier and Type	Method and Description
UnivariateProbabilityDensityFunction	SmoothCumulativeDistributionFunction.getDerivative()
UnivariateProbabilityDensityFunction	SmoothUnivariateDistribution.getProbabilityFunction()
UnivariateProbabilityDensityFunction	UnivariateProbabilityDensityFunction.getProbabilityFunction()

Uses of UnivariateProbabilityDensityFunction in gov.sandia.cognition.statistics.bayesian

Methods in gov.sandia.cognition.statistics.bayesian with parameters of type UnivariateProbabilityDensityFunction

Modifier and Type	Method and Description
double	RejectionSampling.ScalarEstimator.estimateScalarFactor(UnivariateProbabilityDensityFunction sampler) Estimates the minimum scalar needed for the sampler distribution to envelope the conjunctive distribution

Constructor parameters in gov.sandia.cognition.statistics.bayesian with type arguments of type UnivariateProbabilityDensityFunction

Constructor and Description
ScalarEstimator(BayesianParameter<java.lang.Double,? extends ProbabilityFunction<ObservationType>,? extends UnivariateProbabilityDensityFunction> conjunctive, java.lang.Iterable<? extends ObservationType> data) Creates a new instance of ScalarEstimator

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

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

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	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	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	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