Lectures

In-class slide decks, reconstructed as notes.

  1. Week 1

    Introduction & Treatment Effects

    Dr. Aluma Dembo

  2. Week 2

    Linear Probability Model (LPM)

    Dr. Aluma Dembo

  3. Week 3

    Logit & Probit Models

  4. Week 4

    Instrumental Variables

    Dr. Aluma Dembo

  5. Week 5

    Sample Selection & Heckman Correction

    Dr. Aluma Dembo

  6. Week 6

    Simultaneous Equations & Time Series

    Dr. Aluma Dembo

  7. Week 7

    Time Trends and Event Studies

    Dr. Aluma Dembo

  8. Week 8

    Fixed Effects in Panel Data

    Dr. Aluma Dembo

  9. Week 9

    Regression Discontinuity Design (RDD)

    Dr. Aluma Dembo

  10. Week 10

    Difference-in-Differences

    Dr. Aluma Dembo