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Model selection and multimodel inference : a practical information-theoretic approach

Author: Kenneth P Burnham; David Raymond Anderson
Publisher: New York [u.a.] : Springer, 2002.
Edition/Format:   Print book : English : 2. edView all editions and formats
Summary:

A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses  Read more...

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Genre/Form: Statistik
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Kenneth P Burnham; David Raymond Anderson
ISBN: 0387953647 9780387953649 9780387224565 0387224564 9781441929730 1441929738
OCLC Number: 264995692
Description: XXVI, 488 S
Contents: Introduction * Information and Likelihood Theory: A Basis for Model Selection and Inference * Basic Use of the Information-Theoretic Approach * Formal Inference From More Than One Model: Multi-Model Inference (MMI) * Monte Carlo Insights and Extended Examples * Statistical Theory and Numerical Results * Summary
Responsibility: Kenneth P. Burnham ; David R. Anderson.

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