Chatterjee, Samprit 1938- creator Hadi, Ali S. text bibliography nju Hoboken, New Jersey Wiley [2012] 2012 Fifth edition / monographic eng EN

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xv, 393 pages : illustrations ; 27 cm. "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"-- Includes index. Regression analysis School of Pure and Applied Sciences MATHEMATICS / Probability & Statistics / General School of Pure and Applied Sciences QA 278.2 .C43 2012 QA 278.2 .C43 2012 MAT029000 9780470905845 (hardback) 2012009795 KyUL 120306 20250611105735.0 17197288 eng