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Mean of Posterior: Bayes estimator of  šœƒ š‘Ž
MultivariateĀ DiscreteĀ TableĀ Learning
Conjugate prior for binary RVs: Beta
Conjugate prior for multivariate RVs: Dirichlet
Likelihood of n observations:


Dirichlet as prior:
Posterior:


Bayes Estimator for  šœƒ š‘– :
EasilyĀ extendedĀ toĀ nodesĀ withĀ parents
ā€¢Parameters:
ā€¢Prior:
ā€“LocalĀ independenceĀ assumption:
ā€“GlobalĀ independence:
ā€¢DirichletĀ Prior:
ā€¢Posterior:
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