Describing the Relation Between Two
Variables
Scatter Diagrams; Linear Correlation
Drawing a Scatter Diagram
Computing and Interpreting the Correlation Coefficient
Least-squares Regression
Finding an Equation that Describes Linearly Related Data
Finding the Least-Squares Regression Line
Comparing the Sum of Squared Residuals
Diagnostics on the Least-squares
Regression Line
Computing the Coefficient of Determination, R2
Is a Linear Model Appropriate?
Constant Error Variance
Identifying Outliers
Graphical Residual Analysis
Identifying Influential Observations
|