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402 * Wed, 8/10/2022, 10:30 AM - 12:20 PM CC-154B
Advances in Statistical Methods for Wearable and Mobile Health Data Analysis — Invited Papers
Biometrics Section, Section on Nonparametric Statistics, ENAR
Organizer(s): Ekaterina Smirnova, Virginia Commonwealth University
Chair(s): Ekaterina Smirnova, Virginia Commonwealth University
10:35 AM Functional Data Methods for Wearable Device Data
Jeff Goldsmith, Columbia University
10:55 AM Associating Objectively Measured Multiday Diurnal Activity Patterns with Scalar Outcomes
Andrew Leroux, University of Colorado
11:15 AM Fast Multilevel Functional Principal Component Analysis
Erjia Cui, Johns Hopkins University ; Ruonan Li, North Carolina State University; Ciprian M. Crainiceanua, Johns Hopkins University; Luo Xiao, North Carolina State University
11:35 AM Treatment Effect Estimation of Multiday Activity Distribution Under Random Assignments
Jingru Zhang, University of Pennsylvania; Haochang Shou, University of Pennsylvania; Hongzhe Lee, University of Pennsylvania
11:55 AM Optimal Adaptive Interventions with Unobserved Treatment Fatigue
Joseph Lawson, Duke University; Eric Laber, Duke University; Min Qian, Columbia Universityh
12:15 PM Floor Discussion