论文标题
部分可观测时空混沌系统的无模型预测
MTE with Misspecification
论文作者
论文摘要
本文研究了一部分人群在选择治疗时未对该仪器反应的含义。我们表明，通常，非反应者的存在偏向边缘治疗效果（MTE）曲线及其许多功能。但是，我们表明，当倾向得分在单位间隔中得到充分支持时，仍然可以通过适当的重新加权恢复MTE曲线及其功能的识别。
This paper studies the implication of a fraction of the population not responding to the instrument when selecting into treatment. We show that, in general, the presence of non-responders biases the Marginal Treatment Effect (MTE) curve and many of its functionals. Yet, we show that, when the propensity score is fully supported on the unit interval, it is still possible to restore identification of the MTE curve and its functionals with an appropriate re-weighting.
