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…