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Introduction to directed acyclic graphs (DAGs) for causal inference in R

June 9, 2025 @ 1:00 pm

Directed Acyclic Graphs (DAGs) have emerged as an important tool in causal modeling to understand the relationships among variables. DAGs can inform what variables should be included or excluded in a statistical model intended to minimize bias in the estimation of a causal effect. This workshop discusses the basics of DAGs used for causal inference and outlines simple rules one can follow to know which variables to include in a causal statistical model. The R package daggity will be discussed to visualize DAGs.

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Office of Advanced Research Computing (OARC)
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UCLA OARC