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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

106 Mon, 8/8/2022, 8:30 AM - 10:20 AM CC-143C
New Statistical Models for Functional Data/ Longitudinal Data — Topic Contributed Papers
Section on Nonparametric Statistics, Biometrics Section
Organizer(s): Mengying You, University of Pennsylvania
Chair(s): Meng Xu, Regeneron Pharmaceuticals, Inc.
8:35 AM A Nonparametric Mixed-Effects Mixture Model for Patterns of Clinical Measurements Associated with COVID-19
Xiaoran Ma, University of California, Santa Barbara; Wensheng Guo, University of Pennsylvania; Mengyang Gu, University of California, Santa Barbara; Len Usvyat, Fresenius Medical Care; Peter Kotanko, Renal Research Institute; Yuedong Wang, University of California, Santa Barbara
8:55 AM Time-to-Event Analysis with Unknown Time Origins via Longitudinal Biomarker Registration
Tianhao Wang, Rush University Medical Center
9:15 AM Gaussian Copula Function-on-Scalar Regression in Reproducing Kernel Hilbert Space
Haihan Xie, University of Alberta; Linglong Kong, University of Alberta
9:35 AM Constructing Spline State Space Models from Generalized Taylor Expansions
Mengying You, University of Pennsylvania; Wensheng Guo, University of Pennsylvania
9:55 AM Analysis of Multivariate Non-Gaussian Functional Data: A Semiparametric Latent Process Approach
Jiakun Jiang, Center for Statistics and Data Science, Beijing Normal University at Zhuhai; Huazhen Lin, Center of Statistical Research and School of Statistics, SWUFE; Qingzhi Zhong, Center of Statistical Research and School of Statistics, SWUFE; Yi Li , Department of Biostatistics, University of Michigan
10:15 AM Floor Discussion