Cressie, Noel A. C.

Statistics for spatio-temporal data / Noel Cressie, Christopher K. Wikle. - Hoboken, N.J. : Wiley, 2011. - xxii, 588 p. : ill. (some col.) ; 24 cm. - Wiley series in probability and statistics .

Includes bibliographical references and index.

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.

9780471692744 (cloth) RM278.13


Spatial analysis (Statistics)
Stochastic processes.
Time-series analysis.