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Spatial and spatio-temporal Bayesian models with R-INLA / Marta Blangiardo and Michela Cameletti.

By: Contributor(s): Material type: TextTextPublication details: Chichester : John Wiley, ©2015.Description: xii, 308 p. : illustrations, maps ; 24 cmISBN:
  • 9781118326558
Subject(s): DDC classification:
  • 000SA.16 23 B642
Contents:
1. Introduction -- 2. Introduction to R -- 3. Introduction to Bayesian methods -- 4. Bayesian computing -- 5. Bayesian regression and hierarchical models -- 6. Spatial modeling -- 7. Spatio-temporal models -- 8. Advanced modeling.
Summary: Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SA.16 B642 (Browse shelf(Opens below)) Available 137329
Total holds: 0

Includes bibliographical references and index.

1. Introduction --
2. Introduction to R --
3. Introduction to Bayesian methods --
4. Bayesian computing --
5. Bayesian regression and hierarchical models --
6. Spatial modeling --
7. Spatio-temporal models --
8. Advanced modeling.

Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics.

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