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Probability and Statistics

Bayesian inference

Use Bayesian inference to update uncertain parameters with observed data.

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Where this chapter sits in the course

Lessons

Chapter 17 of 18 · 5 short lessons · 22 min
  1. 1Prior, likelihood, and posterior4 min
  2. 2Beta-binomial updating5 min
  3. 3Credible intervals3 min
  4. 4Prior sensitivity4 min
  5. 5Challenge: Bayesian inference6 min

What you'll learn

  • Update a probability model with data
  • Interpret posterior uncertainty and prior sensitivity

Your plan from this chapter

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