Nantilus
Bayesian nonparametrics
| Auteurs principaux : | , |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Bayesian nonparametrics / J.K. Ghosh, R.V. Ramamoorthi |
| Publié : |
New York, Berlin, Paris [etc.] :
Springer
, cop. 2003 |
| Description matérielle : | 1 vol. (XII-305 p.) |
| Collection : | Springer series in statistics |
| Sujets : |
- Introduction
- 1. Preliminaries and the Finite Dimensional Case
- 2. M(X) and Priors on M(X)
- 3. Dirichlet and Polya Tree Process
- 4. Consistency Theorems
- 5. Density Estimation
- 6. Inference for Location Parameter
- 7. Regression Problems
- 8. Uniform Distribution on Infinite Dimensional Spaces
- 9. Survivial Analysis-Dirichlet Priors
- 10. Neutral To Right Priors