Hierarchical modeling and analysis for spatial data
Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand.
Boca Raton : Chapman & Hall/CRC, ©2004.
xvii, 452 págs. : ilustraciones ; 24 cm.
Serie: Monographs on statistics and applied probability ; 101
ISBN: 158488410X
Incluye referencias bibliográficas (p. [423]-442) e índices.
Contenido
- 1. Overview of spatial data problems
- 2. Basics of point-referenced data models
- 3. Basics of areal data models
- 4. Basics of Bayesian inference
- 5. Hierarchical modeling for univariate spatial data
- 6. Spatial misalignment
- 7. Multivariate spatial modeling
- 8. Spatiotemporal modeling
- 9. Spatial survival models
- 10 Special topics in spatial process modeling.