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Applied Bayesian modelling / Peter Congdon.

By: Congdon, Peter.
Material type: TextTextSeries: Wiley series in probability and statistics.Publisher: Chichester : John Wiley, c2014Edition: 2nd ed.Description: ix, 437 p. : illustrations ; 25 cm.ISBN: 9781119951513 (cloth).Subject(s): Bayesian statistical decision theory | Mathematical statisticsDDC classification: 000SA.161
Contents:
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.
Summary: 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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Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
000SA.161 C749 (Browse shelf) Available 135768
Total holds: 0

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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