Sensitivity analysis for constructing optimal regimes in the presence of treatment non-compliance
存在治疗不依从时构造最优策略的敏感性分析
The current body of research on developing optimal treatment strategies often places emphasis on intention-to-treat analyses, which fail to take into account the compliance behavior of individuals. Methods based on instrumental variables have been developed to determine optimal treatment strategies in the presence of endogeneity. However, these existing methods are not applicable when there are two active treatment options and the average causal effects of the treatments…