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stat.ME2026
Semi-supervised Concordance Learning for Optimal Individual Treatment Regimes
Mengjiao Peng, Yong Zhou, Wenbin Lu
Finding the optimal individualized treatment rule that maps individual characteristics or contextual information to treatment assignments has been extensively investigated in exist…
stat.ME2026
Multivariate Multinomial Logit Model with ANOVA Decomposition for Correlated Categorical Outcomes
Sohyeon Kim, Luo Xiao, Xinming An +1
In medical research, patients often have multiple interdependent outcomes, such as posttraumatic stress disorder (PTSD), depression, and pain among trauma survivors. Most existing…