Cressie, Noel

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

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Spatial analysis (Statistics)
Stochastic processes
Time-series analysis