01227cam a2200193 i 4500020001800000082001900018100002400037245003500061250001900096260004200115300003700157490004700194500002000241520068400261650002500945650003000970650001601000700001701016 a978812654566700a519.536bCHA/R1 aChatterjee, Samprit10aRegression analysis by example aFifth edition aHoboken, New Jersey :bWiley,c[2012] axv, 393 pages :billustrations ;0 aWiley series in probability and statistics aIncludes index. a"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"-- 0aRegression analysis. 7aProbability & Statistics 7aStatistics 1 aHadi, Ali S.