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来源类型Working Paper
规范类型报告
DOI10.3386/w21391
来源IDWorking Paper 21391
The Economics of Exclusion Restrictions in IV Models
Damon Jones
发表日期2015-07-27
出版年2015
语种英语
摘要We explore a key underlying assumption, the exclusion restriction, commonly used in interpreting IV estimates in the presence of heterogenous treatment effects as a local average treatment effect (LATE). We show through a series of simple examples that in some commonly featured cases that this assumption is likely to be violated among inframarginal agents, i.e. the always- and never-takers. This violation of the exclusion restriction will generally confound the LATE interpretation of the associated IV results. We discuss potential adjustments to IV estimates in the presence of this bias.
主题Econometrics ; Estimation Methods
URLhttps://www.nber.org/papers/w21391
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/579066
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GB/T 7714
Damon Jones. The Economics of Exclusion Restrictions in IV Models. 2015.
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