eBook, ePUB

Modeling Spatio-Temporal Data (eBook, ePUB)

Markov Random Fields, Objective Bayes, and Multiscale Models

Redaktion: Ferreira, Marco A. R.
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Several important topics in spatial and spatio-temporal statistics developed in the last 15 years have not received enough attention in textbooks. Modeling Spatio-Temporal Data: Markov Random Fields, Objectives Bayes, and Multiscale Models aims to fill this gap by providing an overview of a variety of recently proposed approaches for the analysis of spatial and spatio-temporal datasets, including proper Gaussian Markov random fields, dynamic multiscale spatio-temporal models, and objective priors for spatial and spatio-temporal models. The goal is to make these approaches more accessible to pr...

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