JSM2024
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Contributed Papers

Advances in Functional and Spatial Data Analysis and their Applications in Biomedical Sciences

Sun, Aug 4, 4:00 PM - 5:50 PM
Margaret BankerChair
Biometrics Section

7 Presentations

A Tree-based localized functional principal component analysis for ECG features extraction
4:05 PM - 4:20 PM
Zhuoran Ding
Co-authors: Wensheng Guo (University of Pennsylvania Perelman School of Medicine), Wei Yang (University of Pennsylvania)
Clustering of free-living physical activity patterns and association in mental health studies
4:20 PM - 4:35 PM
YA TING LIANG
Co-authors: CHARLOTTE WANG (Institute of Health Data Analytics and Statistics, National Taiwan University), CHUHSING KATE HSIAO (Institute of Health Data Analytics and Statistics, National Taiwan University)
Functional Sliced Inverse Regression via an informative basis expansion
4:35 PM - 4:50 PM
Harris Quach (University of Pennsylvania)
Co-authors: Wensheng Guo (University of Pennsylvania Perelman School of Medicine), Wei Yang (University of Pennsylvania)
Multivariate Spatial LGCP Modeling using INLA-SPDE, with Application to Microbiome Image Data
4:50 PM - 5:05 PM
Yan Gong (Harvard T.H. Chan School of Public Health)
Co-authors: Suman Majumder (University of Missouri, Missouri, the United States), Brent Coull (Harvard T.H. Chan School of Public Health), Jessica Mark Welch (The Forsyth Institute), Patrick La Riviere (University of Chicago), Jacqueline Starr (Brigham and Women's Hospital), Kyu Ha Lee (Harvard T.H. Chan School of Public Health)
NEST: Network Enrichment Significance Testing of Brain-Phenotype Associations
5:05 PM - 5:20 PM
Sarah Weinstein (University of Pennsylvania)
Co-authors: Simon Vandekar (Vanderbilt University), Aaron Alexander-Bloch (University of Pennsylvania), Armin Raznahan (National Institute of Mental Health), Mingyao Li (University of Pennsylvania, Perelman School of Medical), Raquel Gur (University of Pennsylvania), Ruben Gur (University of Pennsylvania), David Roalf (University of Pennsylvania), Min Tae M. Park (University of Toronto, McGill University), Mallar Chakravarty (McGill University), Erica Baller (University of Pennsylvania), Kristin Linn (University of Pennsylvania), Theodore Satterthwaite (Univ of Pennsylvania), Russell Shinohara (University of Pennsylvania)
Nonparametric estimation of dynamic conditional correlation functions with longitudinal data
5:20 PM - 5:35 PM
Haiou Li
Co-authors: Hongbin Fang (Georgetown University), Xin Tian (NIH/NHLBI-Office of Biostatistics Research), Colin Wu (National Heart, Lung & Blood Institute, Office of Biostatistics Research)
Semicontinuous modeling approaches to zero inflated functional regression with measurement error
5:35 PM - 5:50 PM
Heyang Ji
Co-authors: Lan Xue (Oregon State University), Roger Zoh (Indiana University), Carmen Tekwe (Indiana University)
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