Statistics for Spatio-Temporal Data

Name: Statistics for Spatio-Temporal Data
Price: 79.24 USD
Availability: InStock
ISBN: 9780471692744

ISBN-10: 0471692743

ISBN-13: 9780471692744

Edition: 2011

Authors: Christopher K. Wikle, Noel A. C. Cressie

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Description:

Despite the flurry of relatively recent research activity in spatio-temporal statistics, there are no books on spatio-temporal statistical modeling that consider the modern hierarchal perspective. The state of the literature is similar to the spatial statistics literature in the late 1980's before the introduction of Cressie's STATISTICS FOR SPATIAL DATA. The authors' goal is to present an overview of traditional spatio-temporal modeling approaches as well as the modern hierarchal perspective.

Book details

Copyright year: 2011
Publisher: John Wiley & Sons, Limited
Publication date: 4/19/2011
Binding: Hardcover
Pages: 624
Size: 6.75" wide x 10.00" long x 1.75" tall
Weight: 2.420
Language: English




Space-Time: The Next Frontier



Statistical Preliminaries



Fundamentals of Temporal Processes



Fundamentals of Spatial Random Processes



Exploratory Methods for Spatio-Temporal Data



Spatio-Temporal Statistical Models



Hierarchical Dynamical Spatio-Temporal Models



Hierarchical DSTMs: Implementation and Inference



Hierarchical DSTMs: Examples


Epilogue


References


Index