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 |
What Counts - Chapter 14: Regression Analysis
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