The 19 Densities of the Hierarchical Bayes Model with Two Conditional Levels

Journal Title: Asian Research Journal of Mathematics - Year 2017, Vol 6, Issue 1

Abstract

There are 19 densities involved in the hierarchical Bayes model with two conditional levels, in which the 3 densities, that is, the likelihood function, the first level prior density, and the secondlevel prior density, are known densities. We have written the 16 unknown densities in terms of the 3 known densities in a theorem which is very handy for practitioners and researchers interested in the hierarchical Bayes model with two conditional levels. Finally, we apply the theorem to a specific hierarchical normal Bayes model with two conditional levels and obtain the functional forms of the 16 unknown densities. Moreover, we figure out the exact distributions of the 16 densities, which are one-, two-, or three-dimensional normal distributions.

Authors and Affiliations

Ying-Ying Zhang, Teng-Zhong Rong, Man-Man Li

Keywords

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  • EP ID EP338498
  • DOI 10.9734/ARJOM/2017/35481
  • Views 100
  • Downloads 0

How To Cite

Ying-Ying Zhang, Teng-Zhong Rong, Man-Man Li (2017). The 19 Densities of the Hierarchical Bayes Model with Two Conditional Levels. Asian Research Journal of Mathematics, 6(1), 1-19. https://europub.co.uk/articles/-A-338498