3 papers
stat.ME2026
Semi- and non-parametric approaches to individualized treatment regimes in the presence of causal mediation
Misha Dolmatov, Erica E. M. Moodie, David A. Stephens +1
Individualized treatment rules (ITRs) map an individual patient's characteristics to their recommended treatment value. Typically, the optimal ITR is defined as the rule which maxi…
stat.ME2026
Information Borrowing from Partially Compatible Trajectories for Estimation of Dynamic Treatment Regimes
Chloe Si, David A. Stephens, Erica E. M. Moodie
Dynamic Treatment Regimes (DTRs) provide a systematic framework for optimizing sequential decision-making in chronic disease management, where therapies must adapt to patients' evo…
stat.ME2025
Individualized treatment regimens under correlated data with multiple outcomes
Misha Dolmatov, Erica E. M. Moodie, David A. Stephens +1
Precision medicine involves developing individualized treatment regimes (ITRs) which allow for treatment decisions to be tailored to patient characteristics. Naturally, the identif…