Uses of Interface
gov.sandia.cognition.statistics.bayesian.conjugate.ConjugatePriorBayesianEstimator

Packages that use ConjugatePriorBayesianEstimator
gov.sandia.cognition.statistics.bayesian.conjugate Provides Bayesian estimation routines based on conjugate prior distribution of parameters of specific conditional distributions. 
 

Uses of ConjugatePriorBayesianEstimator in gov.sandia.cognition.statistics.bayesian.conjugate
 

Subinterfaces of ConjugatePriorBayesianEstimator in gov.sandia.cognition.statistics.bayesian.conjugate
 interface ConjugatePriorBayesianEstimatorPredictor<ObservationType,ParameterType,ConditionalType extends ClosedFormDistribution<ObservationType>,BeliefType extends ClosedFormDistribution<ParameterType>>
          A conjugate prior estimator that also has a closed-form predictive posterior.
 

Classes in gov.sandia.cognition.statistics.bayesian.conjugate that implement ConjugatePriorBayesianEstimator
 class AbstractConjugatePriorBayesianEstimator<ObservationType,ParameterType,ConditionalType extends ClosedFormDistribution<ObservationType>,BeliefType extends ClosedFormDistribution<ParameterType>>
          Partial implementation of ConjugatePriorBayesianEstimator that contains a initial belief (prior) distribution function.
 class BernoulliBayesianEstimator
          A Bayesian estimator for the parameter of a BernoulliDistribution using the conjugate prior BetaDistribution.
 class BinomialBayesianEstimator
          A Bayesian estimator for the parameter of a Bernoulli parameter, p, of a BinomialDistribution using the conjugate prior BetaDistribution.
 class ExponentialBayesianEstimator
          Conjugate prior Bayesian estimator of the "rate" parameter of an Exponential distribution using the conjugate prior Gamma distribution.
 class GammaInverseScaleBayesianEstimator
          A Bayesian estimator for the scale parameter of a Gamma distribution using the conjugate prior Gamma distribution for the inverse-scale (rate) of the Gamma.
 class MultinomialBayesianEstimator
          A Bayesian estimator for the parameters of a MultinomialDistribution using its conjugate prior distribution, the DirichletDistribution.
 class MultivariateGaussianMeanBayesianEstimator
          Bayesian estimator for the mean of a MultivariateGaussian using its conjugate prior, which is also a MultivariateGaussian.
 class MultivariateGaussianMeanCovarianceBayesianEstimator
          Performs robust estimation of both the mean and covariance of a MultivariateGaussian conditional distribution using the conjugate prior Normal-Inverse-Wishart distribution.
 class PoissonBayesianEstimator
          A Bayesian estimator for the parameter of a PoissonDistribution using the conjugate prior GammaDistribution.
 class UniformDistributionBayesianEstimator
          A Bayesian estimator for a conditional Uniform(0,theta) distribution using its conjugate prior Pareto distribution.
 class UnivariateGaussianMeanBayesianEstimator
          Bayesian estimator for the mean of a UnivariateGaussian using its conjugate prior, which is also a UnivariateGaussian.
 class UnivariateGaussianMeanVarianceBayesianEstimator
          Computes the mean and variance of a univariate Gaussian using the conjugate prior NormalInverseGammaDistribution