Výsledky vyhledávání - "ROTHSTEIN, JESSE"

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Varying impacts of letters of recommendation on college admissions: Approximate balancing weights for subgroup effects in observational studies

Autor: Ben-Michael, Eli, Feller, Avi, Rothstein, Jesse

In a pilot program during the 2016-17 admissions cycle, the University of California, Berkeley invited many applicants for freshman admission to submit letters of recommendation. We use this pilot as the basis for an observational study of the impact

Externí odkaz: http://arxiv.org/abs/2008.04394

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Synthetic Controls with Staggered Adoption

Autor: Ben-Michael, Eli, Feller, Avi, Rothstein, Jesse

Staggered adoption of policies by different units at different times creates promising opportunities for observational causal inference. Estimation remains challenging, however, and common regression methods can give misleading results. A promising a

Externí odkaz: http://arxiv.org/abs/1912.03290

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The Augmented Synthetic Control Method

Autor: Ben-Michael, Eli, Feller, Avi, Rothstein, Jesse

The synthetic control method (SCM) is a popular approach for estimating the impact of a treatment on a single unit in panel data settings. The "synthetic control" is a weighted average of control units that balances the treated unit's pre-treatment o

Externí odkaz: http://arxiv.org/abs/1811.04170

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