2 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.ML2026
Near-Equivalent Q-learning Policies for Dynamic Treatment Regimes
Sophia Yazzourh, Erica E. M. Moodie
Precision medicine aims to tailor therapeutic decisions to individual patient characteristics. This objective is commonly formalized through dynamic treatment regimes, which use st…