ESTIMATION OF TREATMENT EFFECTS WITHOUT AN EXCLUSION RESTRICTION: WITH AN APPLICATION TO THE ANALYSIS OF THE SCHOOL BREAKFAST PROGRAM

DANIEL L. MILLIMET; RUSTY TCHERNIS

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ESTIMATION OF TREATMENT EFFECTS WITHOUT AN EXCLUSION RESTRICTION: WITH AN APPLICATION TO THE ANALYSIS OF THE SCHOOL BREAKFAST PROGRAM

机译：在不排除限制的情况下评估治疗效果：在学校早餐计划分析中的应用

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The increase in childhood obesity has garnered the attention of many in policymaking circles. Consequently, school nutrition programs such as the School Breakfast Program (SBP) have come under scrutiny. The identification of the causal effects of such programs, however, is difficult owing to non-random selection into the program and the lack of exclusion restrictions. Here, we propose two new estimators aimed at addressing this situation. We compare our new estimators to existing approaches using simulated data. We show that while correlations might suggest that SBP causes childhood obesity, SBP is likely to reduce childhood obesity once selection is addressed.

机译：儿童肥胖的增加已经引起了许多决策界的关注。因此，诸如学校早餐计划（SBP）之类的学校营养计划已受到审查。但是，由于非随机选择程序以及缺乏排除限制，因此很难确定此类程序的因果关系。在这里，我们提出了两个新的估算器来解决这种情况。我们使用模拟数据将新的估算器与现有方法进行比较。我们显示，尽管相关性可能表明SBP会导致儿童肥胖，但是一旦解决了选择问题，SBP可能会减少儿童肥胖。

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《Journal of applied econometrics》 |2013年第6期|982-1017|共36页
作者
DANIEL L. MILLIMET; RUSTY TCHERNIS;
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IZA, Bonn, Germany,Department of Economics, Southern Methodist University, Box 0496, Dallas, TX 75275-0496, USA;

IZA, Bonn, Germany,Georgia State University, Atlanta, GA, USA,NBER, Cambridge, MA, USA;

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7. ESTIMATION OF TREATMENT EFFECTS WITHOUT AN EXCLUSION RESTRICTION: WITH AN APPLICATION TO THE ANALYSIS OF THE SCHOOL BREAKFAST PROGRAM [O] . Daniel L. Millimet, Rusty Tchernis 2012

机译：没有排除限制的治疗效果估计：应用于学校早餐计划的分析

ESTIMATION OF TREATMENT EFFECTS WITHOUT AN EXCLUSION RESTRICTION: WITH AN APPLICATION TO THE ANALYSIS OF THE SCHOOL BREAKFAST PROGRAM

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