Causal nearest neighbor rules for optimal treatment regimes

Xin Zhou, Michael R. Kosorok

The estimation of optimal treatment regimes is of considerable interest to precision medicine. In this work, we propose a causal $k$-nearest neighbor method to estimate the optimal…