In a recent paper published in the Journal of Causal Inference, Philip Dawid has described a graphical causal model based on decision diagrams. We show the relationship of these models to Single World Intervention Graphs (SWIGs). In this way we link Dawid's approach to causal models based on potential outcomes such as Robins' Finest Fully Randomized Causally Interpreted Structured Tree Graphs.
翻译:在近期发表于《因果推断杂志》的一篇论文中,Philip Dawid 描述了一种基于决策图的图形化因果模型。我们展示了这些模型与单世界干预图(SWIGs)之间的关系。通过这种方式,我们将 Dawid 的方法与基于潜在结果的因果模型(如 Robins 的最优完全随机化因果解释结构树图)联系起来。