Bayesian statistics : an introduction / Peter M. Lee.
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TextPublication details: Chichester : John Wiley, 2012.Edition: 4th edDescription: xxiii, 462 p. ; 23 cmISBN: - 9781118332573 (pbk.)
- 000SA.161 23 L479
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.161 L479 (Browse shelf(Opens below)) | Available | 135444 |
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| 000SA.161 In61 Bayesian statistics 4 : | 000SA.161 J48 Bayesian inference in the social sciences / | 000SA.161 K94 Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan / | 000SA.161 L479 Bayesian statistics : | 000SA.161 L481 Structural equation modeling | 000SA.161 L744 Bayesian probability theory : | 000SA.161 M953 New approaches to inferential and computational aspects in a flexible Bayesian mixture framework / |
Includes bibliographical references and index.
1. Preliminaries--
2. Bayesian inference for the normal distribution--
3. Some other common distributions--
4. Hypothesis testing--
5. Two-sample problems--
6. Correlation, regression and the analysis of variance--
7. Other topics--
8. Hierarchical models--
9. The Gibbs sampler and other numerical methods--
10. Some approximate methods--
Appendix A Common statistical distributions--
Appendix B Tables--
Appendix C R programs--
Appendix D Further reading--
References--
Index.
"- Presents extensive examples throughout the book to complement the theory presented.Includes significant new material on recent techniques such as variational methods, importance sampling, approximate computation and reversible jump MCMC"--
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