Applied Bayesian modelling / Peter Congdon.
Material type:
TextSeries: Wiley series in probability and statisticsPublication details: Chichester : John Wiley, c2014.Edition: 2nd edDescription: ix, 437 p. : illustrations ; 25 cmISBN: - 9781119951513 (cloth)
- 23 C749 000SA.161
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.161 C749 (Browse shelf(Opens below)) | Available | 135768 |
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| 000SA.161 B559 Bayesian programming / | 000SA.161 B865 Bayesian methods for measures of agreement / | 000SA.161 C554 Bayesian ideas and data analysis : | 000SA.161 C749 Applied Bayesian modelling / | 000SA.161 C749 Applied Bayesian hierarchical methods / | 000SA.161 D158 Bayesian theory and applications / | 000SA.161 G319 Bayesian data analysis / |
Includes bibliographical references and index.
1. Bayesian methods and Bayesian estimation --
2. Hierarchical models for related units --
3. Regression techniques --
4. More advanced regression techniques --
5. Meta-analysis and multilevel models --
6. Models for time series --
7. Analysis of panel data --
8. Models for spatial outcomes and geographical association -- 9. Latent variable and structural equation models --
10. Survival and event history models--
References--
Index.
This book provides an accessible approach to Bayesian computing and data analysis, with an emphasis on the interpretation of real data sets.
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