Package | Description |
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gov.sandia.cognition.statistics |
Provides the inheritance hierarchy for general statistical methods and distributions.
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gov.sandia.cognition.statistics.bayesian |
Provides algorithms for computing Bayesian estimates of parameters.
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gov.sandia.cognition.statistics.bayesian.conjugate |
Provides Bayesian estimation routines based on conjugate prior distribution
of parameters of specific conditional distributions.
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Modifier and Type | Class and Description |
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class |
DefaultDistributionParameter<ParameterType,ConditionalType extends ClosedFormDistribution<?>>
Default implementation of DistributionParameter using introspection.
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Modifier and Type | Interface and Description |
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interface |
BayesianParameter<ParameterType,ConditionalType extends Distribution<?>,PriorType extends Distribution<ParameterType>>
A parameter from a Distribution that has an assumed Distribution of
values.
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Modifier and Type | Class and Description |
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class |
AbstractBayesianParameter<ParameterType,ConditionalType extends ClosedFormDistribution<?>,PriorType extends Distribution<ParameterType>>
Partial implementation of BayesianParameter
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class |
DefaultBayesianParameter<ParameterType,ConditionalType extends ClosedFormDistribution<?>,PriorType extends Distribution<ParameterType>>
Default implementation of BayesianParameter using reflection.
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Modifier and Type | Class and Description |
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static class |
BernoulliBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
BinomialBayesianEstimator.Parameter
Parameter of this relationship
|
static class |
ExponentialBayesianEstimator.Parameter
Bayesian parameter describing this conjugate relationship.
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static class |
GammaInverseScaleBayesianEstimator.Parameter
Bayesian parameter describing this conjugate relationship.
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static class |
MultinomialBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
MultivariateGaussianMeanBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
MultivariateGaussianMeanCovarianceBayesianEstimator.Parameter
Parameter for this conjugate prior estimator.
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static class |
PoissonBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
UniformDistributionBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
UnivariateGaussianMeanBayesianEstimator.Parameter
Parameter of this conjugate prior relationship.
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static class |
UnivariateGaussianMeanVarianceBayesianEstimator.Parameter
Parameter for this conjugate prior estimator.
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