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

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

by David R. Anderson
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Book cover type: Paperback
  • ISBN13: 9780387740737
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 184
  • Original Price: EUR 70.84
  • Language: English
  • Edition: 2008
  • Item Weight: 318 grams
  • BISAC Subject(s): Biostatistics

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 in various universities, agencies or institutes. 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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