Hierarchy For Package gov.sandia.cognition.statistics.bayesian

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • gov.sandia.cognition.util.AbstractCloneableSerializable (implements gov.sandia.cognition.util.CloneableSerializable)
    • gov.sandia.cognition.learning.algorithm.AbstractBatchAndIncrementalLearner<DataType,ResultType> (implements gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>)
      • gov.sandia.cognition.statistics.bayesian.AbstractKalmanFilter (implements gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType>)
        • gov.sandia.cognition.statistics.bayesian.ExtendedKalmanFilter
        • gov.sandia.cognition.statistics.bayesian.KalmanFilter
      • gov.sandia.cognition.statistics.bayesian.AbstractParticleFilter<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType>)
        • gov.sandia.cognition.statistics.bayesian.SamplingImportanceResamplingParticleFilter<ObservationType,ParameterType>
    • gov.sandia.cognition.learning.data.AbstractInputOutputPair<InputType,OutputType> (implements gov.sandia.cognition.learning.data.InputOutputPair<InputType,OutputType>)
      • gov.sandia.cognition.learning.data.DefaultInputOutputPair<InputType,OutputType>
        • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.Point (implements java.lang.Comparable<T>)
    • gov.sandia.cognition.algorithm.AbstractIterativeAlgorithm (implements gov.sandia.cognition.algorithm.IterativeAlgorithm)
      • gov.sandia.cognition.algorithm.AbstractAnytimeAlgorithm<ResultType> (implements gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>)
        • gov.sandia.cognition.learning.algorithm.AbstractAnytimeBatchLearner<DataType,ResultType> (implements gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType>)
          • gov.sandia.cognition.statistics.bayesian.AbstractMarkovChainMonteCarlo<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType>)
            • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel<ObservationType>
              • gov.sandia.cognition.statistics.bayesian.ParallelDirichletProcessMixtureModel<ObservationType> (implements gov.sandia.cognition.algorithm.ParallelAlgorithm)
            • gov.sandia.cognition.statistics.bayesian.MetropolisHastingsAlgorithm<ObservationType,ParameterType> (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)
    • gov.sandia.cognition.util.AbstractNamed (implements gov.sandia.cognition.util.Named)
      • gov.sandia.cognition.statistics.bayesian.AbstractBayesianParameter<ParameterType,ConditionalType,PriorType> (implements gov.sandia.cognition.statistics.bayesian.BayesianParameter<ParameterType,ConditionalType,PriorType>)
      • gov.sandia.cognition.statistics.DefaultDistributionParameter<ParameterType,ConditionalType> (implements gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType>)
        • gov.sandia.cognition.statistics.bayesian.DefaultBayesianParameter<ParameterType,ConditionalType,PriorType> (implements gov.sandia.cognition.statistics.bayesian.BayesianParameter<ParameterType,ConditionalType,PriorType>)
    • gov.sandia.cognition.util.AbstractRandomized (implements gov.sandia.cognition.util.Randomized)
      • gov.sandia.cognition.statistics.bayesian.ImportanceSampling<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
      • gov.sandia.cognition.statistics.bayesian.RejectionSampling<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
    • gov.sandia.cognition.math.AbstractScalarFunction<InputType> (implements gov.sandia.cognition.math.ScalarFunction<InputType>)
      • gov.sandia.cognition.math.AbstractUnivariateScalarFunction (implements gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.math.AbstractDifferentiableUnivariateScalarFunction (implements gov.sandia.cognition.math.DifferentiableUnivariateScalarFunction)
          • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.Linear (implements gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm)
            • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.LineSegment (implements java.lang.Comparable<T>)
        • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.AbstractEnvelope
          • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.LowerEnvelope
          • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.UpperEnvelope (implements gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
        • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.LogEvaluator<EvaluatorType>
          • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling.PDFLogEvaluator
    • gov.sandia.cognition.statistics.AbstractSufficientStatistic<DataType,DistributionType> (implements gov.sandia.cognition.statistics.SufficientStatistic<DataType,DistributionType>)
      • gov.sandia.cognition.statistics.bayesian.BayesianLinearRegression.IncrementalEstimator.SufficientStatistic
      • gov.sandia.cognition.statistics.bayesian.BayesianRobustLinearRegression.IncrementalEstimator.SufficientStatistic
    • gov.sandia.cognition.statistics.bayesian.AdaptiveRejectionSampling
    • gov.sandia.cognition.statistics.bayesian.BayesianLinearRegression (implements gov.sandia.cognition.statistics.bayesian.BayesianRegression<OutputType,PosteriorType>)
      • gov.sandia.cognition.statistics.bayesian.BayesianLinearRegression.IncrementalEstimator (implements gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
    • gov.sandia.cognition.statistics.bayesian.BayesianLinearRegression.PredictiveDistribution (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
    • gov.sandia.cognition.statistics.bayesian.BayesianRobustLinearRegression (implements gov.sandia.cognition.statistics.bayesian.BayesianRegression<OutputType,PosteriorType>)
      • gov.sandia.cognition.statistics.bayesian.BayesianRobustLinearRegression.IncrementalEstimator (implements gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
    • gov.sandia.cognition.statistics.bayesian.BayesianRobustLinearRegression.PredictiveDistribution (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
    • gov.sandia.cognition.statistics.method.ConfidenceInterval
      • gov.sandia.cognition.statistics.bayesian.BayesianCredibleInterval
    • gov.sandia.cognition.learning.algorithm.clustering.cluster.DefaultCluster<ClusterType> (implements gov.sandia.cognition.learning.algorithm.clustering.cluster.Cluster<ClusterType>)
      • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.DPMMCluster<ObservationType>
    • gov.sandia.cognition.learning.function.kernel.DefaultKernelContainer<InputType> (implements gov.sandia.cognition.learning.function.kernel.KernelContainer<InputType>)
      • gov.sandia.cognition.statistics.bayesian.GaussianProcessRegression<InputType> (implements gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.DPMMLogConditional
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.MultivariateMeanCovarianceUpdater (implements gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.Updater<ObservationType>)
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.MultivariateMeanUpdater (implements gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.Updater<ObservationType>)
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.Sample<ObservationType>
    • gov.sandia.cognition.statistics.bayesian.GaussianProcessRegression.PredictiveDistribution (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
    • gov.sandia.cognition.statistics.bayesian.ImportanceSampling.DefaultUpdater<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.ImportanceSampling.Updater<ObservationType,ParameterType>)
    • gov.sandia.cognition.statistics.bayesian.ParallelDirichletProcessMixtureModel.ClusterUpdaterTask (implements java.util.concurrent.Callable<V>)
    • gov.sandia.cognition.statistics.bayesian.ParallelDirichletProcessMixtureModel.ObservationAssignmentTask (implements java.util.concurrent.Callable<V>)
    • gov.sandia.cognition.statistics.bayesian.RejectionSampling.DefaultUpdater<ObservationType,ParameterType> (implements gov.sandia.cognition.statistics.bayesian.RejectionSampling.Updater<ObservationType,ParameterType>)
  • gov.sandia.cognition.statistics.bayesian.BayesianUtil
  • gov.sandia.cognition.statistics.bayesian.ConditionalProbability<DataType>
  • gov.sandia.cognition.statistics.bayesian.ExtendedKalmanFilter.ModelJacobianEvaluator (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
  • gov.sandia.cognition.statistics.bayesian.ParallelDirichletProcessMixtureModel.DPMMAssignments
  • gov.sandia.cognition.statistics.bayesian.RejectionSampling.ScalarEstimator<ObservationType>
  • gov.sandia.cognition.statistics.bayesian.RejectionSampling.ScalarEstimator.MinimizerFunction (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)

Interface Hierarchy

• java.lang.Cloneable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.io.Serializable)
    • gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>
      • gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.BayesianEstimatorPredictor<ObservationType,ParameterType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.BayesianRegression<OutputType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.util.Randomized)
        • gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
          • gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType> (also extends gov.sandia.cognition.util.Randomized)
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.Updater<ObservationType>
    • gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType> (also extends gov.sandia.cognition.util.NamedValue<ValueType>)
      • gov.sandia.cognition.statistics.bayesian.BayesianParameter<ParameterType,ConditionalType,PriorType>
    • gov.sandia.cognition.statistics.bayesian.ImportanceSampling.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType> (also extends gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
        • gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType> (also extends gov.sandia.cognition.util.Randomized)
    • gov.sandia.cognition.statistics.bayesian.MetropolisHastingsAlgorithm.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.statistics.bayesian.ParticleFilter.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.statistics.bayesian.RejectionSampling.Updater<ObservationType,ParameterType>
• gov.sandia.cognition.algorithm.IterativeAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.StoppableAlgorithm)
    • gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType> (also extends gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>, gov.sandia.cognition.util.Randomized)
• gov.sandia.cognition.util.Named
  • gov.sandia.cognition.util.NamedValue<ValueType>
    • gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType> (also extends gov.sandia.cognition.util.CloneableSerializable)
      • gov.sandia.cognition.statistics.bayesian.BayesianParameter<ParameterType,ConditionalType,PriorType>
• gov.sandia.cognition.util.Randomized
  • gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
  • gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType> (also extends gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType>)
• java.io.Serializable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.lang.Cloneable)
    • gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>
      • gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.BayesianEstimatorPredictor<ObservationType,ParameterType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.BayesianRegression<OutputType,PosteriorType>
        • gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.util.Randomized)
        • gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
          • gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType> (also extends gov.sandia.cognition.util.Randomized)
    • gov.sandia.cognition.statistics.bayesian.DirichletProcessMixtureModel.Updater<ObservationType>
    • gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType> (also extends gov.sandia.cognition.util.NamedValue<ValueType>)
      • gov.sandia.cognition.statistics.bayesian.BayesianParameter<ParameterType,ConditionalType,PriorType>
    • gov.sandia.cognition.statistics.bayesian.ImportanceSampling.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.statistics.bayesian.RecursiveBayesianEstimator<ObservationType,ParameterType,BeliefType> (also extends gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>)
        • gov.sandia.cognition.statistics.bayesian.ParticleFilter<ObservationType,ParameterType> (also extends gov.sandia.cognition.util.Randomized)
    • gov.sandia.cognition.statistics.bayesian.MetropolisHastingsAlgorithm.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.statistics.bayesian.ParticleFilter.Updater<ObservationType,ParameterType>
    • gov.sandia.cognition.statistics.bayesian.RejectionSampling.Updater<ObservationType,ParameterType>
• gov.sandia.cognition.algorithm.StoppableAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.IterativeAlgorithm)
    • gov.sandia.cognition.statistics.bayesian.MarkovChainMonteCarlo<ObservationType,ParameterType> (also extends gov.sandia.cognition.statistics.bayesian.BayesianEstimator<ObservationType,ParameterType,PosteriorType>, gov.sandia.cognition.util.Randomized)