Statistics for spatio-temporal data /

Statistics for spatio-temporal data /

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Bibliographic Details
Author / Creator:	Cressie, Noel A. C.
Imprint:	Hoboken, N.J. : Wiley, c2011.
Description:	xxii, 588 p. : ill. (some col.) ; 24 cm.
Language:	English
Series:	Wiley series in probability and statistics Wiley series in probability and statistics.
Subject:	Spatial analysis (Statistics) Stochastic processes. Time-series analysis. Spatial analysis (Statistics) Stochastic processes. Time-series analysis.
Format:	Print Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/8385146

Hidden Bibliographic Details
Other authors / contributors:	Wikle, Christopher K., 1963-
ISBN:	9780471692744 (cloth) 0471692743 (cloth)
Notes:	Includes bibliographical references and index.

Table of Contents:

1. Space-Time: The Next Frontier
2. Statistical Preliminaries
3. Fundamentals of Temporal Processes
4. Fundamentals of Spatial Random Processes
5. Exploratory Methods for Spatio-Temporal Data
6. Spatio-Temporal Statistical Models
7. Hierarchical Dynamical Spatio-Temporal Models
8. Hierarchical DSTMs: Implementation and Inference
9. Hierarchical DSTMs: Examples
Epilogue
References
Index