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portada Model Based Inference in the Life Sciences: A Primer on Evidence
Type
Physical Book
Year
2010
Language
English
Pages
212
Format
Paperback
Weight
1
ISBN
0387740732
ISBN13
9780387740737
Edition No.
1

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

David R. Anderson (Author) · Springer New York · Paperback

Model Based Inference in the Life Sciences: A Primer on Evidence - David R. Anderson

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Synopsis "Model Based Inference in the Life Sciences: A Primer on Evidence"

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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