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521 Thu, 8/11/2022, 8:30 AM - 10:20 AM CC-140B
Statistical Methods for Functional Data — Contributed Papers
Section on Nonparametric Statistics
Chair(s): Shangyuan Ye, Oregon Health and Science University
8:35 AM Spline Estimation of Functional Principal Components via Manifold Conjugate Gradient Algorithm
Hanxuan Ye, Texas A&M University ; Shiyuan He, Renmin University of China ; Kejun He, Renmin University of China
8:50 AM Hypotheses Testing of Functional Principal Components
Zening Song, Tsinghua University; Lijian Yang, Tsinghua University; Yuanyuan Zhang, Soochow University
9:05 AM Pointwise Depth for Functional Outlier Detection
Cristian Felipe Jimenez Varon, King Abdullah University of Science and Technology (KAUST); Ying Sun, KAUST; Fouzi Harrou, King Abdullah University of Science and Technology (KAUST)
9:20 AM Robust Interval Testing Procedure for Functional Data Analysis
Mengkun Chen, Virginia Tech; Inyoung Kim, Virginia Tech
9:35 AM Topological Hidden Markov Models
Adam B Kashlak, University of Alberta; Giseon Heo, University of Alberta; Prachi Loliencar, University of Alberta
9:50 AM Gradient Synchronization for Multivariate Functional Data: Application to Brain Connectivity
Yaqing Chen, University of California, Davis; Shu-Chin Lin, University of California, Davis; Yang Zhou, University of California, Davis; Owen Carmichael, Louisiana State University; Hans-Georg Müller, University of California, Davis ; Jane-Ling Wang, University of California, Davis
10:05 AM Sparse Functional Concurrent Regression with Instrumental Variables
Justin Petrovich, Saint Vincent College; Bahaeddine Taoufik, Saint Joseph's University; Zachary Davis, Saint Vincent College