Imprecise Probabilistic Prediction for Categorical Data: From Bayesian Inference to the Imprecise Dirichlet-Multinomial Model.

Jean-Marc Bernard

Published in: SMPS (2008)

Keyphrases

probabilistic model
bayesian inference
categorical data
bayesian model
expectation maximization
em algorithm
prior information
hierarchical bayesian
bayesian networks
graphical models
parameter free
closed form
gibbs sampling
posterior probability
decision trees
prior knowledge
training data