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125 *
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Mon, 8/3/2020,
1:00 PM -
2:50 PM
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Virtual
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Novel Approaches for Estimating and Evaluating Treatment Rules with Applications in Mental Health Research — Topic Contributed Papers
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Mental Health Statistics Section, Biometrics Section, ENAR
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Organizer(s): Adam Ciarleglio, George Washington University
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Chair(s): Todd Ogden, Columbia University
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1:05 PM
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A Tree-Based Method for Discovering Response Trajectory Subgroups Based on Scalar and Functional Variables
Adam Ciarleglio, George Washington University
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1:25 PM
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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
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1:45 PM
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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
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2:05 PM
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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
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2:25 PM
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Conditional Gaussian Graphical Model for Estimating Personalized Disease Symptom Networks
Shanghong Xie, Columbia University; Erin Mcdonnell, Columbia University; Yuanjia Wang, Columbia University
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2:45 PM
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Floor Discussion
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