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Causal inference for N-of-1 trials
Marco Piccininni, Mats J. Stensrud, Zachary Shahn +1
The aim of personalized medicine is to tailor treatment decisions to individuals' characteristics. N-of-1 trials are within-person crossover trials that hold the promise of targeti…
stat.ME2020
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…