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[×ÊÔ´] Hierarchical Modelling for the Environmental Sciences

Hierarchical Modelling for the Environmental Sciences

Publisher:   Oxford University Press, USA
Number Of Pages:   216
Publication Date:   2006-06-12
Sales Rank:   2619989
ISBN / ASIN:   0198569661
EAN:   9780198569664
Binding:   Hardcover
Manufacturer:   Oxford University Press, USA
Studio:   Oxford University Press, USA


New Statistical tools are changing the wau 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 constant framework for inference and prediction where information is heterogeneous and uncertain, processes are complex, and responses depend on scale. Nowhere are these methods more promising than in the environmental sciences. Models have developed rapidly, and there is now a
requirment for a clear exposition of the methodology through to application for a range of environmental challenges.

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