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