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Author: 田中利幸

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Regression analysis by example /

"This Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The coverage offers in-depth treatment of regression diagnostics, transformation, multicollinearity, lo...

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Bibliographic Details
Main Authors: Chatterjee, Samprit, 1938- (Author)
Corporate Authors: Wiley (Online service)
Group Author: Hadi, Ali S.
Published: Wiley,
Publisher Address: Hoboken, New Jersey :
Publication Dates: 2012.
Literature type: eBook
Language: English
Edition: Fifth edition.
Series: Wiley series in probability and statistics
Subjects:
Regression analysis.
Online Access: http://www.itextbook.cn/f/book/bookDetail?bookId=a6941319711245738dc9c831a1a110ac
Summary: "This Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The coverage offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique"-- Provided by publisher.
Item Description: Includes index.
Description based on print version record.
Carrier Form: 1 online resource (xv, 393 pages) : illustrations.
ISBN: 9781119122739
Index Number: QA278
CLC: O212.1

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