Smoothed Estimation on Optimal Treatment Regime Under Semisupervised Setting in Randomized Trials
Smoothed Estimation on Optimal Treatment Regime Under Semisupervised Setting in Randomized Trials
ABSTRACT A treatment regime refers to the process of assigning the most suitable treatment to a patient based on their observed information. However, prevailing research on treatment regimes predominantly relies on labeled data, which may lead to the omission of valuable information contained within unlabeled data, such as historical records …