Introduction
Optimal Fit in the Regression Model
Does a Relationship Exist Between the Variables?
Specifying the Regression Equation: The Importance of the Error Term
Specifying the Regression Equation: The Slope Coefficient and Intercept Constant
Regression Diagnostics: The F-test
Mean Squared Error Calculations and the Calculation of the F-statistic
The t-tests for the Regression Coefficient and Intercept
The Estimation of the Regression Line Coefficient and Intercept
F-test for the Overall Significance of the Regression
R and R2
Standard Error of the Regression
Assessing the Regression Coefficients
 Coefficient for the Slope of the Estimated Regression Line
α Coefficient
Review: Are the Coefficients Statistically Significant?
Summary