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Probability and Statistics

Resampling and nonparametric inference

Use resampling and rank-based methods when standard model assumptions are questionable.

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Where this chapter sits in the course

Lessons

Chapter 14 of 18 · 5 short lessons · 21 min
  1. 1Bootstrap confidence intervals4 min
  2. 2Permutation tests4 min
  3. 3Rank-based tests4 min
  4. 4Resampling and dependence3 min
  5. 5Challenge: Resampling and nonparametric inference6 min

What you'll learn

  • Interpret bootstrap and permutation results
  • Select rank-based methods and assess assumptions

Your plan from this chapter

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