JSM2023
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Topic-Contributed Paper Session

Recent developments in methods for digital Brain Health data

Wed, Aug 9, 2:00 PM
Debangan DeyOrganizerVadim ZipunnikovChair
Mental Health Statistics Section

5 Presentations

Bayesian inference on Stochastic Volatility Models with Informative Missingness
2:05 PM - 2:25 PM
Gehui Zhang (University of Pittsburgh)
Co-authors: Robert Krafty (Emory University), Lori N Scott (University of Pittsburgh, Department of Psychiatry)
Covariance Estimation and Principal Component Analysis for Mixed-Type Functional Data with application to mHealth in Affective Disorders
2:25 PM - 2:45 PM
Debangan Dey (National Institute Of Mental Health)
Co-authors: Rahul Ghosal (University of South Carolina), Vadim Zipunnikov (Johns Hopkins University)
Joint and Individual Variations of subject average and variability features in Sleep, Physical Activity and Circadian Rhythmicity domains in CoLaus Study
2:45 PM - 3:05 PM
Sun Jung Kang (National Institute of Mental Health/NIH)
WITHDRAWN Investigating Granger causality of disease progression and physical activity in Parkinson's Disease
3:05 PM - 3:25 PM
Co-authors: Dhrubajyoti Ghosh (Washington University in St. Louis)
Predictive modeling with weakly labeled mHealth data to personalize psychotherapy
3:25 PM - 3:45 PM
Samprit Banerjee (Cornell University, Weill Medical College)
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