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Model Based Inference in the Life Sciences: A Primer on Evidence (in English)
David R. Anderson (Author)
·
Springer New York
· Paperback
Model Based Inference in the Life Sciences: A Primer on Evidence (in English) - David R. Anderson
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Synopsis "Model Based Inference in the Life Sciences: A Primer on Evidence (in English)"
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.
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The book is written in English.
The binding of this edition is Paperback.
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