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76 * ! Mon, 8/9/2021, 10:00 AM - 11:50 AM Virtual
Recent Advances in Multivariate Analysis for Modern Scientific Studies and Application — Topic-Contributed Papers
Korean International Statistical Society, WNAR, Section on Statistical Learning and Data Science
Organizer(s): Yeonhee Park, University of Wisconsin
Chair(s): Min Jin Ha, University of Texas MD Anderson Cancer Center
10:05 AM Pseudo Estimation and Variable Selection in Regression
Wenbo Wu, University of Texas at San Antonio
10:25 AM Response Variable Selection in Multivariate Linear Regression
Zhihua Su, University of Florida
10:45 AM Envelope-Based Partial Least Squares with Application to Cytokine-Based Biomarker Analysis for COVID-19
Yeonhee Park, University of Wisconsin; Zhihua Su, University of Florida; Dongjun Chung, Ohio State University
11:05 AM Tensor Envelope Mixture Model for Simultaneous Clustering and Multiway Dimension Reduction
Kai Deng, Florida State University; Xin Zhang, Florida State University
11:25 AM A Comprehensive Bayesian Framework for Envelope Models
Saptarshi Chakraborty, University at Buffalo; Zhihua Su, University of Florida
11:45 AM Floor Discussion