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471 ! Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-154A
New Frontier in Developments of Complex-Structured High-Dimensional Data Analysis — Topic Contributed Papers
International Chinese Statistical Association, IMS, Section on Statistics and Data Science Education
Organizer(s): Chenlu Ke, Virginia Commonwealth University; Jiaying Weng, Bentley University
Chair(s): Chenlu Ke, Virginia Commonwealth University
2:05 PM Functional Group Lasso with Functional Predictor Selection
Jun Song, Korea University; Ali Mahzarnia, UNC Charlotte
2:25 PM Testing the Linear Mean and Constant Variance Conditions in Sufficient Dimension Reduction
Yuexiao Dong, Temple University
2:45 PM Pseudo Sufficient Dimension Reduction with Ill-Conditioned Sample Covariance Matrix
Wenbo Wu, The University of Texas at San Antonio
3:05 PM Subspace Estimation with Automatic Dimension and Variable Selection in Sufficient Dimension Reduction
Jing Zeng, Florida State University; Qing Mai, Florida State University; Xin Zhang, Florida State University
3:25 PM Triply Robust Surrogate-and-Model-Assisted Semi-Supervised Transfer Learning
Mengyan Li, Bentley University; Tianxi Cai , Harvard University ; Molei Liu, Harvard University
3:45 PM Floor Discussion