Anderson, David R. Author
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MODEL BASED INFERENCE IN LIFE
Paperback · ISBN 9780387740737
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| ISBN | 9780387740737 |
|---|---|
| Subtitle | MODEL BASED INFERENCE IN LIFE |
| Publisher | Springer |
| Publication date | June 2010 |
| Language | English |
| MRP | £54.99 GBP |
| Page count | 212 |
| Item weight | 67 g |
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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Biography not available.