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Introduction to Simple Linear Regression
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Classroom Contents
Simple Linear Regression
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- 1 Introduction to Simple Linear Regression
- 2 Simple Linear Regression: The Least Squares Regression Line
- 3 Simple Linear Regression: Interpreting Model Parameters
- 4 Simple Linear Regression: Assumptions
- 5 Simple Linear Regression: Checking Assumptions with Residual Plots
- 6 Inference on the Slope (The Formulas)
- 7 Inference on the Slope (An Example)
- 8 Simple Linear Regression: An Example
- 9 Simple Linear Regression: Always Plot Your Data!
- 10 Simple Linear Regression: Transformations
- 11 Intervals (for the Mean Response and a Single Response) in Simple Linear Regression
- 12 Leverage and Influential Points in Simple Linear Regression
