Handbook of Spatial Statistics

Name: Handbook of Spatial Statistics
Availability: InStock
ISBN: 9781420072877

ISBN-10: 1420072870

ISBN-13: 9781420072877

Edition: 2010 (Handbook (Instructor's))

Authors: Alan E. Gelfand, Peter Diggle, Peter Guttorp, Montserrat Fuentes, Garrett Fitzmaurice

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Description:

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.

Book details

List price: $145.00
Copyright year: 2010
Publisher: CRC Press LLC
Publication date: 3/19/2010
Binding: Hardcover
Pages: 619
Size: 7.40" wide x 9.96" long x 1.42" tall
Weight: 3.014
Language: English



Preface


List of Contributors



Introduction



Historical Introduction




Continuous Spatial Variation



Continuous Parameter Stochastic Process Theory




Classical Geostatistical Methods




Likelihood-Based Methods




Spectral Domain




Asymptotics for Spatial Processes




Hierarchical Modeling with Spatial Data




Low-Rank Representations for Spatial Processes




Constructions for Nonstationary Spatial Processes




Monitoring Network Design




Non-Gaussian and Nonparametric Models for Continuous Spatial Data




Discrete Spatial Variation



Discrete Spatial Variation




Conditional and Intrinsic Autoregressions




Disease Mapping




Spatial Econometrics




Spatial Point Patterns



Spatial Point Process Theory




Spatial Point Process Models




Nonparametric Methods




Parametric Methods




Modeling Strategies




Multivariate and Marked Point Processes




Point Process Models and Methods in Spatial Epidemiology




Spatio-Temporal Processes



Continuous Parameter Spatio-Temporal Processes




Dynamic Spatial Models Including Spatial Time Series




Spatio-Temporal Point Processes




Modeling Spatial Trajectories




Data Assimilation




Additional Topics



Multivariate Spatial Process Models




Misaligned Spatial Data: The Change of Support Problem




Spatial Aggregation and the Ecological Fallacy




Spatial Gradients and Wombling



Index