Violating ignorability of treatment by controlling for too many factors

被引:62
作者
Wooldridge, JM [1 ]
机构
[1] Michigan State Univ, Dept Econ, E Lansing, MI 48824 USA
关键词
D O I
10.1017/S0266466605050516
中图分类号
F [经济];
学科分类号
02 ;
摘要
This problem shows how the key ignorability-of-treatment assumption used in estimating treatment effects can be violated when certain factors are included among the covariates. The case considered is when there are J + 1 treatment levels, treatment is randomized with respect to potential outcomes, but the distribution of included covariates differs across treatment levels.
引用
收藏
页码:1026 / 1028
页数:3
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Wooldridge J.M., 2002, ECONOMETRIC ANAL CRO, V58