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| Title | A Note on the Asymptotics of Bayes Prediction for Hierarchical Models (in Japanese) |
|---|---|
| Authors | Takeo Takumi 、Tota Suko 、Toshiyasu Matsushima |
| Released Year | 2004 |
| Format | Conference |
| Category | Source coding |
| Jounal Name | Proceedings of the 27th Symposium on Information Theory and Its Applications |
| Jounal Page | vol.2, pp.639-642 |
| Published Year | 2004 |
| Published Month | 12 |
| Abstract （English） |
In this paper, we consider bayes prediction for hierarchical models including gaussian mixture model, hidden Markov model, and so on.We derive the bayes predictive distribution weighted by posterior probability of models and evaluate the asymptotics of its cumulative loss and risk. |
| Note （English） |
1 |
| Manuscript | |
| Presentation |
