Relationship between DAGs and probability distributions

来自 宾夕法尼亚大学 的课程
A Crash Course in Causality: Inferring Causal Effects from Observational Data
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Confounding and Directed Acyclic Graphs (DAGs)
This module introduces directed acyclic graphs. By understanding various rules about these graphs, learners can identify whether a set of variables is sufficient to control for confounding.


  • Jason A. Roy, Ph.D.
    Jason A. Roy, Ph.D.
    Associate Professor of Biostatistics
    Department of Biostatistics, Epidemiology, and Informatics