Samprit Chatterjee
Regression Analysis by Example - USA John Wiley & Sons 2000 - xv, 359 pages illustrations 24 cm - 3rd - Wiley Series in Probability and Mathematical Statistics .
Preface -- Introduction -- Simple linear regression -- Multiple linear regression -- Regression diagnostics: detection of model violations -- Qualitative variables a predictors -- Transformation of variables -- Weighted least squares -- The problem of correlated errors -- Analysis of collinear data -- Biased estimation of regression coefficients -- Variable selection procedures -- Logistic regression
"Suitable for anyone with an understanding of elementary statistics, Regression Analysis by Example, Third Edition illustrates methods of regression analysis, with examples containing the types of irregularities commonly encountered in the real world. 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. Each of the methods described can be carried out with most currently available statistical software packages."--Jacket
0471319465 9780471319467
1999
GBA0Z9751
English
Regression analysis
General
519.5/36
Regression Analysis by Example - USA John Wiley & Sons 2000 - xv, 359 pages illustrations 24 cm - 3rd - Wiley Series in Probability and Mathematical Statistics .
Preface -- Introduction -- Simple linear regression -- Multiple linear regression -- Regression diagnostics: detection of model violations -- Qualitative variables a predictors -- Transformation of variables -- Weighted least squares -- The problem of correlated errors -- Analysis of collinear data -- Biased estimation of regression coefficients -- Variable selection procedures -- Logistic regression
"Suitable for anyone with an understanding of elementary statistics, Regression Analysis by Example, Third Edition illustrates methods of regression analysis, with examples containing the types of irregularities commonly encountered in the real world. 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. Each of the methods described can be carried out with most currently available statistical software packages."--Jacket
0471319465 9780471319467
1999
GBA0Z9751
English
Regression analysis
General
519.5/36