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…