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Titre :
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Hierarchical modeling and analysis for spatial data
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Auteurs :
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Sudipto Banerjee, Auteur ;
Bradley P. Carlin, Auteur ;
Alan E. Gelfand, Auteur
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Type de document :
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ouvrage
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Mention d'édition :
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2nd edition
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Editeur :
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Boca Raton [USA] : Chapman & Hall/CRC, 2015
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Collection :
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Monographs on statistics and applied probability, num. 135
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ISBN/ISSN/EAN :
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978-1-4398-1917-3
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Format :
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562 p. / ill., graph., cartes, couv. ill.
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Langues :
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= Anglais
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Mots-clés :
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ANALYSE SPATIALE
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STATISTIQUE
;
STATISTIQUE BAYESIENNE
;
MODELE MATHEMATIQUE
;
MODELISATION HIERARCHIQUE BAYESIENNE
;
STATISTIQUE SPATIALE
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Résumé :
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More than twice the size of its predecessor, this second edition reflects the major growth in spatial statistics as both a research area and an area of application. This edition includes four new chapters on spatial point patterns, big data, spatial and spatiotemporal gradient modeling, and the theoretical aspects of point-referenced modeling. It also expands several other chapters, updates the WinBUGS programs and R packages, doubles the number of exercises, and integrates many more color figures throughout the text.
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