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125 * Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Novel Approaches for Estimating and Evaluating Treatment Rules with Applications in Mental Health Research — Topic Contributed Papers
Mental Health Statistics Section, Biometrics Section, ENAR
Organizer(s): Adam Ciarleglio, George Washington University
Chair(s): Todd Ogden, Columbia University
1:05 PM A Tree-Based Method for Discovering Response Trajectory Subgroups Based on Scalar and Functional Variables
Adam Ciarleglio, George Washington University
1:25 PM A single index model for longitudinal outcomes to optimize individual treatment decision rules
Lanqiu Yao, New York University School of Medicine; Thaddeus Tarpey, NYU School of Medicine
1:45 PM Sufficient Dimension Reduction for Interactions and Its Application to Optimizing Individualized Dose Rules
Hyung Park, New York University; Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, NYU School of Medicine; R. Todd Ogden, Columbia University
2:05 PM Confidence in Optimal Personalized Treatment Decisions: A Strategy for Sequential Patient Assessment
Nina Orwitz, NYU School of Medicine; Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, NYU School of Medicine
2:25 PM Conditional Gaussian Graphical Model for Estimating Personalized Disease Symptom Networks
Shanghong Xie, Columbia University; Erin Mcdonnell, Columbia University; Yuanjia Wang, Columbia University
2:45 PM Floor Discussion