Books  Data Analysis & Modelling  Modelling 

Model Selection and Multi-Model Inference: A Practical Information-Theoretic Approach


By: David R Anderson and Kenneth P Burnham

488 pages, Figs, tabs


Hardback | Dec 2002 | Edition: 2 | #133831 | ISBN: 0387953647
Availability: Usually dispatched within 1-2 weeks Details
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About this book

Presents several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision.


Introduction.- Information and Likelihood Theory and Models: A Basis for Model Selection and Inference.- Basic Use of the Information-Theoretic Approach.- Formal Inference From More Than One Model: Multimodel Inference (MMI).- Monte Carlo Insights and Extended Examples.- Advanced Issues and Deeper Insights.- Statistical Theory and Numerical Results.- Summary.

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