Uses of Interface

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

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

Subinterfaces of BayesianEstimatorPredictor 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 BayesianEstimatorPredictor
 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 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 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