Handbook of Spatial Statistics

The past few decades have seen a huge increase in the amount of spatial statistics research. This single volume provides a comprehensive, coherent, and unified summary of the entire field. Divided into broad sections, the text addresses topics in the areas of continuous spatial variation, discrete spatial variation, spatial point patterns, and spatio-temporal analysis. A separate section presents additional topics of interest, such as boundary analysis, ecological bias, and multivariate spatial process models. Leading contributors present balanced coverage of methodology and practical application through the inclusion of worked examples using real data as well as detailed case studies.

Preface	p. ix
List of Contributors	p. xi
Introduction
Historical Introduction	p. 3
Continuous Spatial Variation
Continuous Parameter Stochastic Process Theory	p. 17
Classical Geostatistical Methods	p. 29
Likelihood-Based Methods	p. 45
Spectral Domain	p. 57
Asymptotics for Spatial Processes	p. 79
Hierarchical Modeling with Spatial Data	p. 89
Low-Rank Representations for Spatial Processes	p. 107
Constructions for Nonstationary Spatial Processes	p. 119
Monitoring Network Design	p. 131
Non-Gaussian and Nonparametric Models for Continuous Spatial Data	p. 149
Discrete Spatial Variation
Discrete Spatial Variation	p. 171
Conditional and Intrinsic Autoregressions	p. 201
Disease Mapping	p. 17
Spatial Econometrics	p. 245
Spatial Point Patterns
Spatial Point Process Theory	p. 263
Spatial Point Process Models	p. 283
Nonparametric Methods	p. 299
Parametric Methods	p. 317
Modeling Strategies	p. 339
Multivariate and Marked Point Processes	p. 371
Point Process Models and Methods in Spatial Epidemiology	p. 403
Spatio-Temporal Processes
Continuous Parameter Spatio-Temporal Processes	p. 427
Dynamic Spatial Models Including Spatial Time Series	p. 437
Spatio-Temporal Point Processes	p. 449
Modeling Spatial Trajectories	p. 463
Data Assimilation	p. 477
Additional Topics
Multivariate Spatial Process Models	p. 495
Misaligned Spatial Data: The Change of Support Problem	p. 517
Spatial Aggregation and the Ecological Fallacy	p. 541
Spatial Gradients and Wombling	p. 559
Index	p. 577
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Handbook of Spatial Statistics

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