Package | Description |
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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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gov.sandia.cognition.statistics.distribution |
Provides statistical distributions.
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Modifier and Type | Method and Description |
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double |
UnivariateGaussianMeanVarianceBayesianEstimator.computeEquivalentSampleSize(NormalInverseGammaDistribution belief) |
UnivariateGaussianMeanVarianceBayesianEstimator.Parameter |
UnivariateGaussianMeanVarianceBayesianEstimator.createParameter(UnivariateGaussian conditional,
NormalInverseGammaDistribution prior) |
StudentTDistribution |
UnivariateGaussianMeanVarianceBayesianEstimator.createPredictiveDistribution(NormalInverseGammaDistribution posterior) |
void |
UnivariateGaussianMeanVarianceBayesianEstimator.update(NormalInverseGammaDistribution target,
java.lang.Double data) |
void |
UnivariateGaussianMeanVarianceBayesianEstimator.update(NormalInverseGammaDistribution prior,
java.lang.Iterable<? extends java.lang.Double> data) |
Constructor and Description |
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Parameter(UnivariateGaussian conditional,
NormalInverseGammaDistribution prior)
Creates a new instance
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UnivariateGaussianMeanVarianceBayesianEstimator(NormalInverseGammaDistribution prior)
Creates a new instance of UnivariateGaussianMeanVarianceBayesianEstimator
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UnivariateGaussianMeanVarianceBayesianEstimator(UnivariateGaussian conditional,
NormalInverseGammaDistribution prior)
Creates a new instance of UnivariateGaussianMeanVarianceBayesianEstimator
|
Constructor and Description |
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UnivariateGaussianMeanVarianceBayesianEstimator(BayesianParameter<Vector,UnivariateGaussian,NormalInverseGammaDistribution> parameter)
Creates a new instance of UnivariateGaussianMeanVarianceBayesianEstimator
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Modifier and Type | Class and Description |
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static class |
NormalInverseGammaDistribution.PDF
PDF of the NormalInverseGammaDistribution
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Modifier and Type | Method and Description |
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NormalInverseGammaDistribution |
NormalInverseGammaDistribution.clone() |
Constructor and Description |
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NormalInverseGammaDistribution(NormalInverseGammaDistribution other)
Copy constructor
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PDF(NormalInverseGammaDistribution other)
Copy constructor
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