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We give some Monte Carlo results on the performance of two robust alternatives to least squares regression estimation - least absolute residuals and the one-step "sine" estimator. We show how to scale the residuals for the sine estimator to achieve constant efficiency at the Gaussian across...
Persistent link: https://www.econbiz.de/10012479068
Treatment effect estimates in regression discontinuity (RD) designs are often sensitive to the choice of bandwidth and polynomial order, the two important ingredients of widely used local regression methods. While Imbens and Kalyanaraman (2012) and Calonico, Cattaneo and Titiunik (2014) provide...
Persistent link: https://www.econbiz.de/10012481619
direction of the bias varies with bandwidth choice and the location of the data heaps relative to the treatment threshold …
Persistent link: https://www.econbiz.de/10012461250
counties. We construct population-based crosswalks for 1790 through 2020, which map county-level data across U.S. censuses, as … well as from counties to congressional districts. Using official census data for congressional districts, we show that … population-based weights outperform area-based ones in terms of similarity to official data …
Persistent link: https://www.econbiz.de/10014512060
Since the 2000s, economists across fields have increasingly used consumer credit reporting data for research. We … introduce readers to the economics of and the institutional details of these data. Using examples from the literature, we … provide practical guidance on how to use these data to construct economic measures of borrowing, consumption, credit access …
Persistent link: https://www.econbiz.de/10015056115
Persistent link: https://www.econbiz.de/10003754055
Dynamics and National Longitudinal Survey of Youth data, we document that the children of richer US parents are more likely to …
Persistent link: https://www.econbiz.de/10012660059
participants and their children generate substantial benefits. Access to life-cycle data enables us to evaluate the accuracy of …
Persistent link: https://www.econbiz.de/10012599294
data from the Panel Study of Income Dynamics and a variation on a difference-in-differences framework, this study exploits …
Persistent link: https://www.econbiz.de/10012599344
This paper demonstrates multiple beneficial impacts of a program promoting intergenerational mobility for disadvantaged African-American children and their children. The program improves outcomes of the first-generation treatment group across the life cycle, which translates into better family...
Persistent link: https://www.econbiz.de/10012599347