most citedDirected Acyclic Graphs and causal thinking in clinical risk prediction modeling

78 citations · 78 across the 1 of their papers we have counts for

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stat.ME2020★ 78 cited

Directed Acyclic Graphs and causal thinking in clinical risk prediction modeling

Marco Piccininni, Stefan Konigorski, Jessica L Rohmann +1

Background: In epidemiology, causal inference and prediction modeling methodologies have been historically distinct. Directed Acyclic Graphs (DAGs) are used to model a priori causa…