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Exact Bayesian analysis of mixtures
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Book Chapter
Exact Bayesian analysis of mixtures
2011
Overview
This chapter contains sections titled:
Introduction
Formal derivation of the posterior distribution
References
Publisher
Wiley,John Wiley & Sons, Ltd
Subject
complete and exact Bayesian analysis ‐ of a parametric mixture model
/ conjugate priors, not formally existing ‐ for mixtures of exponential families
/ exact Bayesian analysis of mixtures
/ formal derivation of posterior distribution
/ normal mixtures, number of truly different terms ‐ in posterior distribution
/ number of observations ‐ handled in exact analysis, being extremely limited
/ Poisson mixture ‐ in the case of a two‐component Poisson mixture
/ true posterior distributions ‐ straightforward derivations, corresponding to completed likelihood
ISBN
111999389X, 9781119993896
