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Probability and Statistics

Multiple regression

Model several predictors while checking interpretation and predictive limitations.

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Where this chapter sits in the course

Lessons

Chapter 13 of 18 · 6 short lessons · 25 min
  1. 1Multiple linear regression4 min
  2. 2Categorical predictors and interactions4 min
  3. 3Multicollinearity and influence4 min
  4. 4Regression model comparison4 min
  5. 5Extrapolation and prediction limits3 min
  6. 6Challenge: Multiple regression6 min

What you'll learn

  • Interpret models with multiple predictors
  • Assess stability and prediction limits

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