Targeted Learning Ensembles for Optimal Individualized Treatment Rules with Time-to-Event Outcomes

Iván Díaz, Oleksandr Savenkov, Karla Ballman

We consider estimation of an optimal individualized treatment rule from observational and randomized studies when a high-dimensional vector of baseline variables is available. Our…