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stat.ME2022
Efficient surrogate-assisted inference for patient-reported outcome measures with complex missing mechanism
Jaeyoung Park, Muxuan Liang, Ying-Qi Zhao +1
Patient-reported outcome (PRO) measures are increasingly collected as a means of measuring healthcare quality and value. The capability to predict such measures enables patient-pro…
stat.ME2020
Robust and flexible learning of a high-dimensional classification rule using auxiliary outcomes
Muxuan Liang, Jaeyoung Park, Qing Lu +1
Correlated outcomes are common in many practical problems. In some settings, one outcome is of particular interest, and others are auxiliary. To leverage information shared by all…