Regression analysis by example.
Material type:
TextSeries: Wiley series in probability and statisticsPublication details: Hoboken, New Jersey : Wiley, [2012] Edition: Fifth edition / Samprit Chatterjee, New York University, Leonard N. Stern School of Business, New York, Ali S. Hadi, American University in Cairo, Actuarial Science Program, Cairo, EgyptDescription: xv, 393 pages : illustrations ; 27 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9780470905845 (hardback)Subject(s): Regression analysis | MATHEMATICS / Probability & Statistics / GeneralDDC classification: 519.5/36 LOC classification: QA278 | .cha 2012Other classification: MAT029000 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 type | Current library | Call number | Copy number | Status | Date due | Barcode |
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KsTU Library Reference | QA278 .cha 2012 (Browse shelf(Opens below)) | 1 | Available | 114286 | |
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KsTU Library General Stacks | QA278 .cha 2012 (Browse shelf(Opens below)) | 2 | Available | 112057 |
Includes index.
"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.
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