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224 * ! Wed, 8/11/2021, 10:00 AM - 11:50 AM Virtual
New Insights from Analyzing Functional Data in Biomedical Research — Invited Papers
ENAR, Biometrics Section, International Chinese Statistical Association
Organizer(s): Wei Yang, University of Pennsylvania
Chair(s): Wensheng Guo, University of Pennsylvania
10:05 AM Spatiotemporal Modeling of Distributional Climate Data Using Semiparametric Quantile Functional Regression
Jeffrey S. Morris, University of Pennsylvania Perelman School of Medicine; Hojin Yang, Pusan National University; Veerabhadran Baladandayuthapani, University of Michigan; Birgir Hrafnkelsson, University of Iceland
10:30 AM A Sequential Monte Carlo Gibbs Coupled with Stochastically Approximated Expectation-Maximization Algorithm for Functional Data
Ziyue Liu, Indiana University School of Medicine
10:55 AM Simultaneous Curve Registration and Clustering of Digital Electrocardiogram
Wei Yang, University of Pennsylvania; Wensheng Guo, University of Pennsylvania
11:20 AM A Latent Class Functional Mixed Effects Model for Flexible Longitudinal Data Clustering
Tianhao Wang, Rush University Medical Center
11:45 AM Floor Discussion