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Providing a better understanding of classical regression analysis, this book bridges the gap between the purely theoretical coverage of regression analysis and its practical application. It presents regression analysis in the general context of data analysis. Using a teach-by-example format, the text contains ten major data sets along with several smaller ones to illustrate the common characteristics of regression data and properties of statis...

This book describes a comprehensive regression analysis to the conduct of scientific research. It outlines theoretical principals underlying the techniques utilized in regression analysis and illustrates their application on a variety of data sets.