Spatial and spatio-temporal Bayesian models with R-INLA / Marta Blangiardo and Michela Cameletti.
Material type:
TextPublication details: Chichester : John Wiley, ©2015.Description: xii, 308 p. : illustrations, maps ; 24 cmISBN: - 9781118326558
- 000SA.16 23 B642
| 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 |
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| 000SA.15 SCS 61.4 Order statistics and nonparametric methods | 000SA.15 SCS 61.4 Order statistics and nonparametric methods | 000SA.15 SCS 61.4 Order statistics and nonparametric methods | 000SA.16 B642 Spatial and spatio-temporal Bayesian models with R-INLA / | 000SA.16 H526 Applied choice analysis / | 000SA.16 L853 Statistical decision theory / | 000SA.16 M651 Modeling techniques in predictive analytics with python and R : |
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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