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来源类型Working Paper
规范类型报告
DOI10.3386/w26282
来源IDWorking Paper 26282
Estimating the Effect of Treatments Allocated by Randomized Waiting Lists.
Clément de Chaisemartin; Luc Behaghel
发表日期2019-09-16
出版年2019
语种英语
摘要Oversubscribed treatments are often allocated using randomized waiting lists. Applicants are ranked randomly, and treatment offers are made following that ranking until all seats are filled. To estimate causal effects, researchers often compare applicants getting and not getting an offer. We show that those two groups are not statistically comparable. Therefore, the estimator arising from that comparison is inconsistent when the number of waitlists goes to infinity. We propose a new estimator, and show that it is consistent, provided the waitlists have at least two seats. Finally, we revisit an application, and we show that using our estimator can lead to significantly different results from those obtained using the commonly used estimator.
主题Econometrics ; Estimation Methods
URLhttps://www.nber.org/papers/w26282
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/583955
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GB/T 7714
Clément de Chaisemartin,Luc Behaghel. Estimating the Effect of Treatments Allocated by Randomized Waiting Lists.. 2019.
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