Regression Discontinuity Designs in Economics, image 1 of 11 / 1
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Regression Discontinuity Designs in Economics

in Papers I Actually Reread by Marcus Ellison

Regression Discontinuity Designs in Economics on “Papers I Actually Reread”, a list by Marcus Ellison on TheLysts.

Details

Photo
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Name
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Authors
David S. Lee and Thomas Lemieux
Year
2010
Field
Econometrics / Causal inference
One-line gist
A tour of regression discontinuity designs and how to treat arbitrary cutoffs like nature’s randomized trials.
Why I care
If you work with messy policy data, this is the closest you get to sorcery without p-hacking.
Best stat or figure
Those jump-at-the-cutoff plots where one side of the line looks like it’s living in a different universe.
Difficulty
Medium-hard; the intuition lands fast, the assumptions take a few re-reads.
Where to read
Journal of Economic Literature; also floating around as a PDF from various universities.
My take
This is the paper that made me see every score cutoff—test scores, credit scores, you name it—as a potential natural experiment.