Econometrics

• Part I — Empirical Analysis I
• 1. Asymptotic TheoryMay 2026
• 2. Conditional ExpectationMay 2026
• 3. Three Interpretations of Linear RegressionMay 2026
• 4. Linear Regression with Exogenous VariablesMay 2026
• 5. Linear Regression with Endogenous VariablesMay 2026
• 6. Maximum Likelihood EstimatorMay 2026
• Part II — Empirical Analysis II
• 7. Bayesian InferenceMay 2026
• 8. The Kalman FilterMay 2026
• 9. Univariate Time SeriesMay 2026
• 10. Multivariate Time SeriesMay 2026
• 11. Decision TheoryMay 2026
• 12. Stochastic ProcessesMay 2026
• 13. Generalized Method of Moments (GMM) EstimationMay 2026
• Part III — Empirical Analysis III
• 14. How to do Good Empirical WorkMay 2026
• 15. Selection on Observables and MatchingMay 2026
• 16. Instrumental Variables with Heterogeneous EffectsMay 2026
• 17. Regression DiscontinuityMay 2026
• 18. Difference-in-DifferencesMay 2026
• 19. Learning from DataMay 2026
• 20. Econometric CausalityMay 2026
• Part IV — Math Appendix
• 21. Multivariate Normal DistributionMay 2026
• 22. Truncated Normal DistributionMay 2026
• 23. MeasuresMay 2026
• 24. Integration on the Complex PlaneMay 2026