Regression analysis by example / Samprit Chatterjee, Ali S. Hadi.
By: Chatterjee, Samprit.
Contributor(s): Hadi, Ali S.
Material type: TextSeries: Wiley series in probability and statistics.Publisher: New Delhi : Wiley India Pvt Ltd [2012]Edition: Fifth edition.Description: xv, 393 pages : Rs. 839.00 illustrations ; 27 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9788126545667(pbk.) :; 0470905840 (hbk.) :.Subject(s): Regression analysis | MATHEMATICS / Probability & Statistics / GeneralDDC classification: 519.536 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 location | Call number | Status | Date due | Barcode | Item holds |
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Book | Chennai Mathematical Institute General Stacks | 519.536 CHA (Browse shelf) | Available | 9928 |
Browsing Chennai Mathematical Institute Shelves , Shelving location: General Stacks Close shelf browser
519.535 JOH Applied multivariate statistical analysis / | 519.535 RAO Linear statistical inference and its applications / 2e | 519.535 RAO Linear statistical inference and its applications / 2e | 519.536 CHA Regression analysis by example / | 519.536 GEL Data analysis using regression and multilevel/hierarchical models / | 519.536 MON Introduction to linear regression analysis / | 519.536 MON Introduction to linear regression analysis / |
Formerly CIP. Uk
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.