DOUBLY ROBUST OPTIMAL TREATMENT REGIME VIA NEURAL NETWORKS
The optimal treatment regime (OTR) is a recent development in personalized medicine. It assigns the best treatment to an incoming patient according to his/her covariate profile. Construction of the optimal regime hinges on unbiased estimates of the treatment effects. In observational studies, it is known that tradition...