G2TT
来源类型Discussion paper
规范类型论文
来源IDDP11361
DP11361 The Paradox of Policy-Relevant Natural Experiments
Gilles Chemla; Christopher Hennessy
发表日期2016-06-28
出版年2016
语种英语
摘要We examine robustness of evidence derived from ideal randomizations applied to atomistic subjects in dynamic settings. Paradoxically, once experimental evidence is viewed as sufficiently clean to use, it then becomes contaminated by ex post endogeneity: Measured responses depend upon priors and the objective function into which evidence is fed. Moreover, agents policy beliefs become endogenously correlated with their causal parameters, clouding inference. Finally, treatment-control differences are contaminated absent quadratic adjustment costs. Constructively, we illustrate how inference can be corrected accounting for feedback and highlight factors mitigating contamination.
主题Development Economics ; Financial Economics ; Industrial Organization ; Public Economics
关键词Randomized controlled trials Natural policy experiments Firms investment Pollution Government
URLhttps://cepr.org/publications/dp11361
来源智库Centre for Economic Policy Research (United Kingdom)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/540175
推荐引用方式
GB/T 7714
Gilles Chemla,Christopher Hennessy. DP11361 The Paradox of Policy-Relevant Natural Experiments. 2016.
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