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- Author: David R Anderson
- Publisher: Springer
- ISBN-10: 0387740732
- ISBN-13: 9780387740737
- Format: 15.5 x 23.1 x 1.5 cm, minkšti viršeliai
- Language: English
- SAVE -10% with code: EXTRA
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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 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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- Author: David R Anderson
- Publisher: Springer
- ISBN-10: 0387740732
- ISBN-13: 9780387740737
- Format: 15.5 x 23.1 x 1.5 cm, minkšti viršeliai
- Language: English English
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.
Reviews