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Biological Sciences

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.

Country	USA
Binding	Paperback
EAN	9781441929730
IsAdultProduct
ISBN	9781441929730
IsEligibleForTradeIn	1
Label	Springer
Manufacturer	Springer
NumberOfItems	1
NumberOfPages	488
PublicationDate	2010-12-01
Publisher	Springer
ReleaseDate	2013-10-04
Studio	Springer

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