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Details
| Material Type: | Document, Internet resource |
|---|---|
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Peter D Hoff |
| ISBN: | 9780387924076 0387924078 |
| OCLC Number: | 432708578 |
| Notes: | Title from PDF t.p. (SpringerLink, viewed Jan. 12, 2010). |
| Description: | 1 online resource (ix, 270 p.) : ill. |
| Contents: | Introduction and examples -- belief, probability and exchangeability -- One-parameter models -- Monte Carlo approximation -- the normal model -- Posterior approximation with the Gibbs sampler -- the multivariate normal model -- Group comparisons and hierarchical modeling -- Linear regression -- Nonconjugate priors and Metropolis-Hastings algorithms -- Linear and generalized linear mixed effects models -- Latent variable methods for ordinal data. |
| Series Title: | Springer texts in statistics. |
| Responsibility: | by Peter D. Hoff. |
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