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12/12/2022
Log-like? Identified ATEs defined with zero-valued outcomes are (arbitrarily) scale-dependent
Researchers frequently estimate the average treatment effect (ATE) in lo...
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01/04/2022
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature
This paper synthesizes recent advances in the econometrics of difference...
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11/15/2021
An Outcome Test of Discrimination for Ranked Lists
This paper extends Becker (1957)'s outcome test of discrimination to set...
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02/02/2021
Efficient Estimation for Staggered Rollout Designs
Researchers are frequently interested in the causal effect of a treatmen...
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10/09/2020
When Is Parallel Trends Sensitive to Functional Form?
This paper assesses when the validity of difference-in-differences and r...
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08/03/2020
Design-Based Uncertainty for Quasi-Experiments
Social scientists are often interested in estimating causal effects in s...
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07/14/2020
The ASHRAE Great Energy Predictor III competition: Overview and results
In late 2019, ASHRAE hosted the Great Energy Predictor III (GEPIII) mach...
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09/18/2019
Bias In, Bias Out? Evaluating the Folk Wisdom
We evaluate the folk wisdom that algorithms trained on data produced by ...
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04/04/2018
Should We Adjust for the Test for Pre-trends in Difference-in-Difference Designs?
The common practice in difference-in-difference (DiD) designs is to chec...
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04/04/2018