CONTENTS
1.1 What Is Regression Analysis?
1.2 Publicly Available Data Sets
1.3 Selected Applications of Regression Analysis
1.3.2 Industrial and Labor Relations
1.4 Steps in Regression Analysis
1.4.1 Statement of the Problem
1.4.2 Selection of Potentially Relevant Variables
1.4.7 Model Criticism and Selection
1.4.8 Objectives of Regression Analysis
1.5 Scope and Organization of the Book
2.2 Covariance and Correlation Coefficient
2.3 Example: Computer Repair Data
2.4 The Simple Linear Regression Model
2.9 Measuring the Quality of Fit
2.10 Regression Line Through the Origin
2.11 Trivial Regression Models
3.2 Description of the Data and Model
3.3 Example: Supervisor Performance Data
3.5 Interpretations of Regression Coefficients
3.6 Properties of the Least Squares Estimators
3.7 Multiple Correlation Coefficient
3.8 Inference for Individual Regression Coefficients
3.9 Tests of Hypotheses in a Linear Model