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398 * ! Wed, 8/10/2022, 10:30 AM - 12:20 PM CC-202B
Recent Advances in Streaming Data Analytics — Invited Papers
International Chinese Statistical Association, WNAR, Section on Statistical Learning and Data Science
Organizer(s): Lan Luo, The University of Iowa
Chair(s): Peter Song, University of Michigan
10:35 AM Multivariate Online Regression Analysis with Heterogeneous Streaming Data
Lan Luo, The University of Iowa; Peter Song, University of Michigan
11:00 AM Dynamic Statistical Inference in Massive Datastreams
Lilun Du, HKUST; Changliang Zou, Nankai University; Zhenke Wu, University of Michigan, Ann Arbor; Jingshen Wang, UC Berkeley
11:25 AM Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity
Walter Dempsey, University of Michigan; Zhenke Wu, University of Michigan, Ann Arbor; Jieru Shi, University of Michigan
11:50 AM Statistical Inference for Online Decision-Making via Stochastic Gradient Descent
Rui Song, North Carolina State University
12:15 PM Floor Discussion