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Hoff, Peter D.

A First Course in Bayesian Statistical Methods

Hoff, Peter D. - A First Course in Bayesian Statistical Methods, ebook

74,40€

Ebook, PDF with Adobe DRM
ISBN: 9780387924076
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Table of contents

2. Introduction and examples
Peter D. Hoff

3. Belief, probability and exchangeability
Peter D. Hoff

4. One-parameter models
Peter D. Hoff

5. Monte Carlo approximation
Peter D. Hoff

6. The normal model
Peter D. Hoff

7. Posterior approximation with the Gibbs sampler
Peter D. Hoff

8. The multivariate normal model
Peter D. Hoff

9. Group comparisons and hierarchical modeling
Peter D. Hoff

10. Linear regression
Peter D. Hoff

11. Nonconjugate priors and Metropolis-Hastings algorithms
Peter D. Hoff

12. Linear and generalized linear mixed effects models
Peter D. Hoff

13. Latent variable methods for ordinal data
Peter D. Hoff

Keywords: Statistics, Data Mining and Knowledge Discovery, Operations Research/Decision Theory, Econometrics, Probability and Statistics in Computer Science, Methodology of the Social Sciences, Statistical Theory and Methods

Author(s)
Publisher
Springer
Publication year
2009
Language
en
Edition
1
Series
Springer Texts in Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780387924076

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