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
Summary
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
