Recent literature on long-range spatial exposure assessment focused on Kriging or atmospheric pollution models. We develop a full Bayesian approach to Universal Kriging which allows appropriate treatment of prediction uncertainty.
A Bayesian Kriging Model to Predict PM10 Annual Average Concentrations for the Lombardy Region (Italy) / Grisotto, Laura; Catelan, Dolores; Biggeri, Annibale; Grillo, Paolo; Alberto Bertazzi, Pier. - In: EPIDEMIOLOGY. - ISSN 1044-3983. - ELETTRONICO. - 22:(2011), pp. S82-S82. [10.1097/01.ede.0000391916.54446.62]
A Bayesian Kriging Model to Predict PM10 Annual Average Concentrations for the Lombardy Region (Italy)
Grisotto, Laura;Catelan, Dolores;Biggeri, Annibale;GRILLO, PAOLO;
2011
Abstract
Recent literature on long-range spatial exposure assessment focused on Kriging or atmospheric pollution models. We develop a full Bayesian approach to Universal Kriging which allows appropriate treatment of prediction uncertainty.
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