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Hierarchical Modelling for the Environmental Sciences

James S. Clark, Alan E. Gelfand · ISBN 9780198569671
Hierarchical Modelling for the Environmental Sciences | Zookal Textbooks | Zookal Textbooks
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Publisher Oxford University Press UK
Author(s) James S. Clark / Alan E. Gelfand
Subtitle Statistical Methods and Applications
Published 1st May 2006
Related course codes

Statistical Methods and Applications

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.
Nowhere are 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.
Translation missing: en.general.search.loading