Hierarchy For Package gov.sandia.cognition.statistics

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.AbstractIncrementalEstimator<DataType,DistributionType,SufficientStatisticsType> (implements gov.sandia.cognition.statistics.IncrementalEstimator<DataType,DistributionType,SufficientStatisticsType>)
    • gov.sandia.cognition.statistics.AbstractDistribution<DataType> (implements gov.sandia.cognition.statistics.Distribution<DataType>)
      • gov.sandia.cognition.statistics.AbstractClosedFormUnivariateDistribution<NumberType> (implements gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
        • gov.sandia.cognition.statistics.AbstractClosedFormIntegerDistribution (implements gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType>, gov.sandia.cognition.statistics.IntegerDistribution)
        • gov.sandia.cognition.statistics.AbstractClosedFormSmoothUnivariateDistribution (implements gov.sandia.cognition.statistics.SmoothUnivariateDistribution)
    • gov.sandia.cognition.util.AbstractNamed (implements gov.sandia.cognition.util.Named)
      • gov.sandia.cognition.statistics.DefaultDistributionParameter<ParameterType,ConditionalType> (implements gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType>)
    • gov.sandia.cognition.math.AbstractRing<RingType> (implements gov.sandia.cognition.math.Ring<RingType>)
      • gov.sandia.cognition.statistics.AbstractRandomVariable<DataType> (implements gov.sandia.cognition.util.Randomized, gov.sandia.cognition.statistics.RandomVariable<DataType>)
        • gov.sandia.cognition.statistics.UnivariateRandomVariable (implements gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
    • gov.sandia.cognition.collection.AbstractScalarMap<KeyType,NumberType> (implements gov.sandia.cognition.collection.ScalarMap<KeyType>)
      • gov.sandia.cognition.collection.AbstractMutableDoubleMap<KeyType>
        • gov.sandia.cognition.statistics.AbstractDataDistribution<KeyType> (implements gov.sandia.cognition.statistics.DataDistribution<DataType>)
    • gov.sandia.cognition.statistics.AbstractSufficientStatistic<DataType,DistributionType> (implements gov.sandia.cognition.statistics.SufficientStatistic<DataType,DistributionType>)
  • gov.sandia.cognition.statistics.ChiSquaredSimilarity
  • gov.sandia.cognition.statistics.DiscreteSamplingUtil
  • gov.sandia.cognition.statistics.DistributionParameterUtil
  • gov.sandia.cognition.statistics.KullbackLeiblerDivergence<DomainType>
  • gov.sandia.cognition.statistics.ProbabilityMassFunctionUtil
  • gov.sandia.cognition.statistics.TransferEntropy
  • gov.sandia.cognition.statistics.TransferEntropy.TransferEntropyDistributionObject
  • gov.sandia.cognition.statistics.TransferEntropy.TransferEntropyPartialSumObject

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.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
        • gov.sandia.cognition.statistics.IncrementalEstimator<DataType,DistributionType,SufficientStatisticsType>
      • gov.sandia.cognition.statistics.DistributionEstimator<ObservationType,DistributionType>
      • gov.sandia.cognition.statistics.DistributionWeightedEstimator<ObservationType,DistributionType>
    • gov.sandia.cognition.statistics.Distribution<DataType>
      • gov.sandia.cognition.statistics.ComputableDistribution<DomainType>
        • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.DiscreteDistribution<DataType>
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.DataDistribution<DataType> (also extends gov.sandia.cognition.statistics.EstimableDistribution<ObservationType,DistributionType>, gov.sandia.cognition.collection.ScalarMap<KeyType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType>)
          • gov.sandia.cognition.statistics.IntegerDistribution (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.DataDistribution<DataType>)
        • gov.sandia.cognition.statistics.ProbabilityFunction<DataType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
          • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.DataDistribution<DataType>)
      • gov.sandia.cognition.statistics.DistributionWithMean<DataType>
        • gov.sandia.cognition.statistics.ClosedFormDistribution<DataType> (also extends gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ComputableDistribution<DomainType>)
            • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>
          • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
            • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.InvertibleCumulativeDistributionFunction<NumberType>
          • gov.sandia.cognition.statistics.IntegerDistribution (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
      • gov.sandia.cognition.statistics.EstimableDistribution<ObservationType,DistributionType>
        • gov.sandia.cognition.statistics.DataDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>, gov.sandia.cognition.collection.ScalarMap<KeyType>)
          • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType>)
        • gov.sandia.cognition.statistics.EstimableWeightedDistribution<ObservationType,DistributionType>
      • gov.sandia.cognition.statistics.RandomVariable<DataType> (also extends gov.sandia.cognition.math.Ring<RingType>)
    • gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType> (also extends gov.sandia.cognition.util.NamedValue<ValueType>)
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
        • gov.sandia.cognition.statistics.IncrementalEstimator<DataType,DistributionType,SufficientStatisticsType>
    • gov.sandia.cognition.math.Ring<RingType>
      • gov.sandia.cognition.statistics.RandomVariable<DataType> (also extends gov.sandia.cognition.statistics.Distribution<DataType>)
    • gov.sandia.cognition.statistics.SufficientStatistic<DataType,DistributionType> (also extends gov.sandia.cognition.factory.Factory<CreatedType>)
    • gov.sandia.cognition.math.matrix.Vectorizable
      • gov.sandia.cognition.statistics.ClosedFormDistribution<DataType> (also extends gov.sandia.cognition.statistics.DistributionWithMean<DataType>)
        • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ComputableDistribution<DomainType>)
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType>)
          • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
          • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
• gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>
  • gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType> (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
    • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
      • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
    • gov.sandia.cognition.statistics.InvertibleCumulativeDistributionFunction<NumberType>
  • gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>
    • gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>
      • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
  • gov.sandia.cognition.statistics.ProbabilityFunction<DataType> (also extends gov.sandia.cognition.statistics.ComputableDistribution<DomainType>)
    • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
      • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
    • gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
      • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.DataDistribution<DataType>)
  • gov.sandia.cognition.math.ScalarFunction<InputType>
    • gov.sandia.cognition.math.UnivariateScalarFunction (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
      • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution)
      • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution)
  • gov.sandia.cognition.math.UnivariateScalarFunction (also extends gov.sandia.cognition.math.ScalarFunction<InputType>)
    • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution)
    • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution)
• gov.sandia.cognition.factory.Factory<CreatedType>
  • gov.sandia.cognition.statistics.SufficientStatistic<DataType,DistributionType> (also extends gov.sandia.cognition.util.CloneableSerializable)
• 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.collection.NumericMap<KeyType>
  • gov.sandia.cognition.collection.ScalarMap<KeyType>
    • gov.sandia.cognition.statistics.DataDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>, gov.sandia.cognition.statistics.EstimableDistribution<ObservationType,DistributionType>)
      • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType>)
• java.io.Serializable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.lang.Cloneable)
    • gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
        • gov.sandia.cognition.statistics.IncrementalEstimator<DataType,DistributionType,SufficientStatisticsType>
      • gov.sandia.cognition.statistics.DistributionEstimator<ObservationType,DistributionType>
      • gov.sandia.cognition.statistics.DistributionWeightedEstimator<ObservationType,DistributionType>
    • gov.sandia.cognition.statistics.Distribution<DataType>
      • gov.sandia.cognition.statistics.ComputableDistribution<DomainType>
        • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.DiscreteDistribution<DataType>
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.DataDistribution<DataType> (also extends gov.sandia.cognition.statistics.EstimableDistribution<ObservationType,DistributionType>, gov.sandia.cognition.collection.ScalarMap<KeyType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType>)
          • gov.sandia.cognition.statistics.IntegerDistribution (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.DataDistribution<DataType>)
        • gov.sandia.cognition.statistics.ProbabilityFunction<DataType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
          • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.DataDistribution<DataType>)
      • gov.sandia.cognition.statistics.DistributionWithMean<DataType>
        • gov.sandia.cognition.statistics.ClosedFormDistribution<DataType> (also extends gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ComputableDistribution<DomainType>)
            • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>
          • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
            • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
              • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
          • gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
            • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormDistribution<DataType>)
              • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.InvertibleCumulativeDistributionFunction<NumberType>
          • gov.sandia.cognition.statistics.IntegerDistribution (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
      • gov.sandia.cognition.statistics.EstimableDistribution<ObservationType,DistributionType>
        • gov.sandia.cognition.statistics.DataDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>, gov.sandia.cognition.collection.ScalarMap<KeyType>)
          • gov.sandia.cognition.statistics.DataDistribution.PMF<KeyType> (also extends gov.sandia.cognition.statistics.ProbabilityMassFunction<DataType>)
        • gov.sandia.cognition.statistics.EstimableWeightedDistribution<ObservationType,DistributionType>
      • gov.sandia.cognition.statistics.RandomVariable<DataType> (also extends gov.sandia.cognition.math.Ring<RingType>)
    • gov.sandia.cognition.statistics.DistributionParameter<ParameterType,ConditionalType> (also extends gov.sandia.cognition.util.NamedValue<ValueType>)
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
        • gov.sandia.cognition.statistics.IncrementalEstimator<DataType,DistributionType,SufficientStatisticsType>
    • gov.sandia.cognition.math.Ring<RingType>
      • gov.sandia.cognition.statistics.RandomVariable<DataType> (also extends gov.sandia.cognition.statistics.Distribution<DataType>)
    • gov.sandia.cognition.statistics.SufficientStatistic<DataType,DistributionType> (also extends gov.sandia.cognition.factory.Factory<CreatedType>)
    • gov.sandia.cognition.math.matrix.Vectorizable
      • gov.sandia.cognition.statistics.ClosedFormDistribution<DataType> (also extends gov.sandia.cognition.statistics.DistributionWithMean<DataType>)
        • gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType> (also extends gov.sandia.cognition.statistics.ComputableDistribution<DomainType>)
          • gov.sandia.cognition.statistics.ClosedFormComputableDiscreteDistribution<DataType> (also extends gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType> (also extends gov.sandia.cognition.statistics.CumulativeDistributionFunction<NumberType>)
          • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ClosedFormUnivariateDistribution<NumberType> (also extends gov.sandia.cognition.statistics.UnivariateDistribution<NumberType>)
          • gov.sandia.cognition.statistics.ClosedFormDiscreteUnivariateDistribution<DomainType> (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>, gov.sandia.cognition.statistics.DiscreteDistribution<DataType>)
          • gov.sandia.cognition.statistics.SmoothUnivariateDistribution (also extends gov.sandia.cognition.statistics.ClosedFormComputableDistribution<DataType>)
            • gov.sandia.cognition.statistics.SmoothCumulativeDistributionFunction (also extends gov.sandia.cognition.statistics.ClosedFormCumulativeDistributionFunction<DomainType>, gov.sandia.cognition.math.ClosedFormDifferentiableEvaluator<InputType,OutputType,DerivativeType>, gov.sandia.cognition.math.UnivariateScalarFunction)
            • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType>, gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.statistics.ProbabilityDensityFunction<DataType> (also extends gov.sandia.cognition.statistics.ProbabilityFunction<DataType>)
          • gov.sandia.cognition.statistics.UnivariateProbabilityDensityFunction (also extends gov.sandia.cognition.statistics.SmoothUnivariateDistribution, gov.sandia.cognition.math.UnivariateScalarFunction)