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281 Tue, 8/9/2022, 10:30 AM - 12:20 PM CC-153
New Methods with Applications in Mental Health Statistics — Contributed Papers
Mental Health Statistics Section
Chair(s): Arinjita Bhattacharyya, Merck & Co., Inc.
10:35 AM A Novel Approach for Sensitivity Analyses and Validation for Mixture Models
Douglas Gunzler, Case Western Reserve University; Alessandro De Nadai, Texas State University; Adam Perzynski, Case Western Reserve University; Jarrod Dalton, The Cleveland Clinic Foundation; Kristen Berg, Case Western Reserve University; Farren Briggs, Case Western Reserve University
10:50 AM Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae
Lin Ge, North Carolina State University; Xinming An, The University of North Carolina at Chapel Hill; Donglin Zeng, University of North Carolina; Samuel McLean, The University of North Carolina at Chapel Hill; Ronald Kessler, Harvard Medical School; Rui Song, North Carolina State University
11:05 AM Optimal Transformations of High-Dimensional Functional Data for Clustering Methods
Hanchao Zhang, NYU Grossman School of Medicine; Thaddeus Tarpey, New York University
11:20 AM Targeted Learning in Observational Studies with Multi-Level Treatments: An Evaluation of Antipsychotic Drug Treatment Safety for Patients with Serious Mental Illness
Jason Poulos, Harvard Medical School; Marcela Horvitz-Lennon, The RAND Corporation; Katya Zelevinsky, Harvard Medical School; Sharon-Lise Normand, Harvard Medical School; Thomas Huijskens, Quantum Black; Pooja Tyagi, Quantum Black; Jiaju Yan, Quantum Black; Jordi Diaz, Quantum Black; Tudor Cristea-platon, Quantum Black
11:35 AM Testing Unit Root Non-Stationarity in the Presence of Missing Data in Univariate Time Series of MHealth Studies
Charlotte Fowler, Columbia University; Xiaoxuan Cai, Columbia University; Justin Baker, Harvard Medical School; Jukka-Pekka Onnela, Harvard T.H. Chan School of Public Health; Linda Valeri, Columbia University
11:50 AM Can the Potential Benefit of Individualizing Treatment Be Assessed Using Aggregate Data Alone?
Nina Galanter, University of Washington; Alex Luedtke, University of Washington; Marco Carone, University of Washington
12:05 PM Tensor Response Quantile Regression with Neuroimaging Data
Bo Wei, University of Michigan, Ann Arbor; Limin Peng, Emory University; Ying Guo, Emory University; Amita Manatunga, Emory Unversity