Model Based Inference in the Life Sciences: A Primer on Evidence (BOK)

David R. Anderson

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This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy based on "multiple working hypotheses" and statistical models to represent them. The text is written for people new to the information-theoretic approaches to statistical inference, whether graduate students, post-docs, or professionals. Readers are however expected to have a background in general statistical principles, regression analysis, and some exposure to likelihood methods. This is not an elementary text as it assumes reasonable competence in modeling and parameter estimation.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2007 Forfatter David R. Anderson
Forlag
Springer
ISBN 9780387740737
Antall sider 212 Dimensjoner 15,6cm x 23,4cm x 1,1cm
Vekt 305 gram Leverandør Bertram Trading Ltd
Emner og form Biology, life sciences