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来源类型Working Paper
规范类型报告
DOI10.3386/w25528
来源IDWorking Paper 25528
Judging Judge Fixed Effects
Brigham R. Frandsen; Lars J. Lefgren; Emily C. Leslie
发表日期2019-02-11
出版年2019
语种英语
摘要We propose a test for the identifying assumptions invoked in designs based on random assignment to one of many "judges.'' We show that standard identifying assumptions imply that the conditional expectation of the outcome given judge assignment is a continuous function with bounded slope of the judge propensity to treat. The implication leads to a two-part test that generalizes the Sargan-Hansen overidentification test and assesses whether implied treatment effects across the range of judge propensities are possible given the domain of the outcome. We show the asymptotic validity of the testing procedure, demonstrate its finite-sample performance in simulations, and apply the test in an empirical setting examining the effects of pre-trial release on defendant outcomes in Miami. When the assumptions are not satisfied, we propose a weaker average monotonicity assumption under which IV still converges to a proper weighted average of treatment effects.
主题Econometrics ; Estimation Methods ; Other ; Law and Economics
URLhttps://www.nber.org/papers/w25528
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/583201
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GB/T 7714
Brigham R. Frandsen,Lars J. Lefgren,Emily C. Leslie. Judging Judge Fixed Effects. 2019.
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