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来源类型Working Paper
规范类型报告
DOI10.3386/w9546
来源IDWorking Paper 9546
Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College
Pedro Carneiro; Karsten T. Hansen; James J. Heckman
发表日期2003-03-10
出版年2003
语种英语
摘要This paper uses factor models to identify and estimate distributions of counterfactuals. We extend LISREL frameworks to a dynamic treatment effect setting, extending matching to account for unobserved conditioning variables. Using these models, we can identify all pairwise and joint treatment effects. We apply these methods to a model of schooling and determine the intrinsic uncertainty facing agents at the time they make their decisions about enrollment in school. Reducing uncertainty in returns raises college enrollment. We go beyond the Veil of Ignorance' in evaluating educational policies and determine who benefits and who loses from commonly proposed educational reforms.
主题Econometrics ; Estimation Methods
URLhttps://www.nber.org/papers/w9546
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/567168
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Pedro Carneiro,Karsten T. Hansen,James J. Heckman. Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College. 2003.
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