DAGs and potential outcomes
Content for the week of Monday, September 21, 2020–Friday, September 25, 2020
Readings
- Prologue and at least one of the four acts from This American Life, “Gardens of Branching Paths,” episode #691, January 10, 2020
- Chapter 3 in Impact Evaluation in Practice Paul J. Gertler et al., Impact Evaluation in Practice, 2nd ed. (Inter-American Development Bank; World Bank, 2016), https://openknowledge.worldbank.org/handle/10986/25030.
- “Potential outcomes causal model” in Causal Inference: The Mixtape Scott Cunningham, Causal Inference: The Mixtape, 2018, https://www.scunning.com/mixtape.html.
Potential outcomes, ATEs, and CATEs example page
- The example page on potential outcomes, ATEs, and CATEs shows how to use R to calculate ATEs and CATEs
Slides
The slides for today’s lesson are available online as an HTML file. Use the buttons below to open the slides either as an interactive website or as a static PDF (for printing or storing for later). You can also click in the slides below and navigate through them with your left and right arrow keys.
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Fun fact: If you type ? (or shift + /) while going through the slides, you can see a list of special slide-specific commands.
Videos
Videos for each section of the lecture are available at this YouTube playlist.
You can also watch the playlist (and skip around to different sections) here: