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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Produktdetails
- ISBN: 978-0-387-74075-1
- EAN: 9780387740751
- Produktnummer: 33758789
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2007
- Seitenangabe: 184 S.
- Plattform: PDF
- Masse: 2'811 KB
- Auflage: 2008
- Abbildungen: 8 schwarz-weiße Abbildungen, Bibliographie
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