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[学科前沿] Regression and Time Series Model Selection [推广有奖]

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Regression and Time Series Model Selection


Regression and Time Series Model Selection (Hardcover)by Allan D. R. McQuarrie
  
Allan D. R. McQuarrie (Author)
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(Author), Chih-Ling Tsai (Author) "A question perhaps as old as modeling is "Which variables are important?..." (more)
Key Phrases: strong penalty functions, overfit excessively, overfitting properties, Monte Carlo, Central Case, Selected Derivations of Model Selection Criteria (more...)

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Editorial ReviewsReview
...serve as a reference for specialists and also as an important resource of information for statisticians dealing with applications. -- Mathematics Abstracts

Product Description
This important book describes procedures for selecting a model from a large set of competing statistical models. It includes model selection techniques for univariate and multivariate regression models, univariate and multivariate autoregressive models, nonparametric (including wavelets) and semiparametric regression models, and quasi-likelihood and robust regression models. Information-based model selection criteria are discussed, and small sample and asymptotic properties are presented. The book also provides examples and large scale simulation studies comparing the performances of information-based model selection criteria, bootstrapping, and cross-validation selection methods over a wide range of models.

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关键词:Time Series regression regressio Selection Election important question perhaps search Series

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iiistony 发表于 2010-5-9 04:05:49 |只看作者 |坛友微信交流群
[em47]

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cellformation 发表于 2010-6-21 12:32:10 |只看作者 |坛友微信交流群
iiistony 发表于 2010-5-9 04:05
[em47]
Yes, it is very good

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cellformation 发表于 2010-10-19 22:29:33 |只看作者 |坛友微信交流群
TOP OF THE WORLD.

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lingaifan 发表于 2010-12-12 11:40:05 |只看作者 |坛友微信交流群
GOOD BOOK,OK

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謝謝樓主的分享

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chiaolee 发表于 2012-2-17 07:02:01 |只看作者 |坛友微信交流群
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