Simple Linear Regression

Simple Linear Regression

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Introduction to Simple Linear Regression

1 of 12

1 of 12

Introduction to Simple Linear Regression

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Simple Linear Regression

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

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