Model Based Inference In The Life Sciences
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Model Based Inference in the Life Sciences
Author | : David R. Anderson |
Publisher | : Springer Science & Business Media |
Total Pages | : 203 |
Release | : 2007-12-22 |
Genre | : Science |
ISBN | : 0387740759 |
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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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