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Probability and Statistics

Simple linear regression

Fit and evaluate a linear relationship between two quantitative variables.

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Where this chapter sits in the course

Lessons

Chapter 12 of 18 · 6 short lessons · 25 min
  1. 1Simple linear regression3 min
  2. 2Least squares and residuals4 min
  3. 3Inference for a regression slope4 min
  4. 4Mean response and prediction intervals4 min
  5. 5Regression diagnostics4 min
  6. 6Challenge: Simple linear regression6 min

What you'll learn

  • Interpret and use a fitted regression line
  • Assess regression uncertainty and diagnostics

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