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Model Selection and Inference: A Practical Information-Theoretic Approachby Kenneth P. Burnham; David R. Anderson

✍ Scribed by Review by: Robert L. Strawderman


Book ID
125258242
Publisher
American Statistical Association
Year
2000
Tongue
English
Weight
89 KB
Volume
95
Category
Article
ISSN
0162-1459

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Information-Theoretic Model Selection an
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Specification of an appropriate model is critical to valid statistical inference. Given the Βͺtrue modelΒΊ for the data is unknown, the goal of model selection is to select a plausible approximating model that balances model bias and sampling variance. Model selection based on information criteria suc