Empirical Methods

  1. Review of probability and statistics
  2. Review of frequentist inference
  3. Review of linear Regression
  4. Review of models with multiple regressors
  5. Bootstrap
  6. Bayesian methods
  7. Bayes in practice
  8. Binary choice
  9. More on discrete choice
  10. Mixed effects models
  11. Instrumental variables
  12. Model comparison
Videos will be released each week and will remain available until the end of the term.

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