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

Kenneth P. Burnham, David R. Anderson




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 | #1150209 in Books |  2013-10-04 |  2013-10-04 | Original language:English | PDF # 1 |  9.25 x1.18 x6.10l,1.58 | File type: PDF | 488 pages

||0 of 0 people found the following review helpful.| Immensely practical - covers both the foundations and applications of multi-model inference|By synergy7|This is an excellent book on model selection and multi-model inference. It covers in great detail the underlying theoretical and philosophical foundations for model selection and provides practical examples with sufficient degree of detail so you could replicate the results o

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 critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of p...

You can specify the type of files you want, for your device.Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach   |  Kenneth P. Burnham, David R. Anderson.Not only was the story interesting, engaging and relatable, it also teaches lessons.

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