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北京石油化工学院2026年研究生招生接收调剂公告
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snoopyzhao

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[资源] [ebook] Linear Models : Least Squares and Alternatives

Linear Models : Least Squares and Alternatives (Springer Series in Statistics)
Author: C.R. Rao
ISBN: 0387988483 | Publisher: Springer | Number Of Pages: 452 | PDF | 1.7 mb



Editorial Description
This book provides an up-to-date account of the theory and applications of linear models. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations. Some of the highlights include: - a special emphasis on sensitivity analysis and model selection; - a chapter devoted to the analysis of categorical data based on logit, loglinear, and logistic regression models; - a chapter devoted to incomplete data sets; - an extensive appendix on matrix theory, useful to researchers in econometrics, engineering, and optimization theory; - a chapter devoted to the analysis of categorical data based on a unified presentation of generalized linear models including GEE- methods for correlated response; - a chapter devoted to incomplete data sets including regression diagnostics to identify Non-MCAR-processes The material covered will be invaluable not only to graduate students, but also to research workers and consultants in statistics. Helge Toutenburg is Professor for Statistics at the University of Muenchen. He has written about 15 books on linear models, statistical methods in quality engineering, and the analysis of designed experiments. His main interest is in the application of statistics to the fields of medicine and engineering.

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★★★★★ 五星级,优秀推荐

c.r.rao的大作,非常好
2楼2006-11-26 13:12:20
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wangjian881

木虫 (小有名气)


★★★ 三星级,支持鼓励

非常感谢
3楼2006-11-26 15:43:45
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rein

金虫 (小有名气)


感谢

昨天在旧书店看到这本书,犹豫了半天没有出手
5楼2007-02-04 12:55:13
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简单回复
yinjj4楼
2006-11-27 10:37   回复  
 
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