Classroom Supplement to Regression Analysis and its Application: A Data-Oriented Approach [Paperback]

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.1. Introduction 2. Initial Data Exploration 3. Single-Variable Least Squares 4. Mul Tip Le-V Ariable Preliminaries 5. Multiple-Variable Least Squares 6. Inference 7. Residual Analysis 8. Variable Selection Techniques 9. Multicollinearity Effects 10. Biased Regression EstimatorsThis 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.US