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How to Create a DAG: An 8-Step Guide to Causal Diagrams
How do you construct a directed acyclic graph (DAG) when all you have is a dataset and a list of variables? In this video, I walk through an eight-step strategy for building a causal DAG from the ground up. We begin by identifying the treatment and outcome, then gradually add the variables that may create confounding, mediation, collider bias ...
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