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Model Based Inference in the Life Sciences : A Primer on Evidence, Paperback / softback Book

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

Description

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.

Information

  • Format: Paperback / softback
  • Pages: 184 pages, 8 Illustrations, black and white; XXIV, 184 p. 8 illus.
  • Publisher: Springer-Verlag New York Inc.
  • Publication Date:
  • Category: Biology, life sciences
  • ISBN: 9780387740737

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