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CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details

453 ! Wed, 8/1/2018, 8:30 AM - 10:20 AM CC-West 215/216
Novel Theory and Methods in Big Data Analytics — Invited Papers
Section on Statistical Learning and Data Science, Section on Physical and Engineering Sciences, Section on Statistical Computing, SSC
Organizer(s): Ping Ma, University of Georgia
Chair(s): Ping Ma, University of Georgia
8:35 AM Statistical Inference for Big Data via Optimal Subsampling

HaiYing Wang, University of Connecticut
9:00 AM Statistical Leverage and Its Usage in Variable Screening
Wenxuan Zhong, University of Georgia; Yiwen Liu, University of Georgia; Peng Zeng, Auburn University
9:25 AM Complex Interaction Modeling with Liquid Association

Ker-Chau Li, Institute of Statistical Science, Academia Sinica
9:50 AM Iterative Random Forests (IRF) to Discover Predictive and Stable High-Order Interactions
Bin Yu, UC Berkeley; Sumanta Basu, Cornell University; Karl Kumbier, UC Berkeley; Ben Brown, LBNL and University of Birmingham
10:15 AM Floor Discussion