119 citations · 603 across the 42 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017★ 9 cited
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 -nearest neighbor method to estimate the optimal…
stat.ML2017★ 8 cited
Estimation and Optimization of Composite Outcomes
Daniel J. Luckett, Eric B. Laber, Michael R. Kosorok
There is tremendous interest in precision medicine as a means to improve patient outcomes by tailoring treatment to individual characteristics. An individualized treatment rule for…