Directed acyclic graphs and causal thinking in clinical risk prediction modeling (BMC Medical Research Methodology)

In epidemiology, causal inference and prediction modeling methodologies have been historically distinct. Directed Acyclic Graphs (DAGs) are used to model a priori causal assumptions and inform variable selecti...