Hierarchical Modeling and Analysis for Spatial Data

Przednia okładka
CRC Press, 17 gru 2003 - 472
Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology And environmental science has proven particularly fruitful. Yet to date, the few books that address the subject have been either too narrowly focused on specific aspects of spatial analysis,
 

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Spis treści

1 Overview of Spatial Data Problems
1
2 Basics of Pointreferenced Data Models
19
3 Basics of Areal Data Models
67
4 Basics of Bayesian Inference
96
5 Hierarchical Modeling for Univariate Spatial Data
124
6 Spatial Misalignment
169
7 Multivariate Spatial Modeling
211
8 Spatiotemporal Modeling
257
9 Spatial Survival Models
302
10 Special Topics in Spatial Process Modeling
344
Appendices
379
References
423
Author Index
439
Subject Index
448
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