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Hierarchical Modelling for the Environmental Sciences


Hierarchical Modelling for the Environmental Sciences



von: Alan E. Gelfand

103,50 €

Verlag: OUP Oxford
Format: PDF
Veröffentl.: 04.05.2006
ISBN/EAN: 9780191513848
Sprache: englisch
Anzahl Seiten: 216

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Beschreibungen

New statistical tools are changing the ways in which scientists analyze and interpret data and models. Many of these are emerging as a result of the wide availability of inexpensive, high speed computational power. In particular, hierarchical Bayes and Markov Chain Monte Carlo methods for analysis provide consistent framework for inference and prediction where information is heterogeneous and uncertain, processes are complex, and responses depend on scale. Nowhereare these methods more promising than in the environmental sciences. Models have developed rapidly, and there is now a requirement for a clear exposition of the methodology through to application for a range of environmental challenges.

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