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402 ! Thu, 8/12/2021, 2:00 PM - 3:50 PM Virtual
Integrative Inference with Data from Multiple Sources: Challenges and New Developments — Topic-Contributed Papers
ENAR, IMS, Section on Statistical Computing
Organizer(s): Emily C Hector, North Carolina State University
Chair(s): Emily C Hector, North Carolina State University
2:05 PM Integrating Multisource Block-Wise Missing Data in Model Selection
Fei Xue, University of Pennsylvania; Annie Qu, Unviersity of California Irvine
2:25 PM Integrative Factor Regression and Its Inference for Multimodal Data Analysis
Quefeng Li, University of North Carolina at Chapel Hill; Lexin Li, University of California, Berkeley
2:45 PM Federated Learning Approaches for Integrative Analysis of Heterogeneous Data Sources
Lu Tang, University of Pittsburgh
3:05 PM Data Integration with Oracle Use of External Information from Heterogeneous Populations
Peisong Han, University of Michigan
3:25 PM Causal Inference for Combining RCTs and Observational Studies: Methods Comparison and Medical Application
Bénédicte Colnet, INRIA Saclay; Imke Mayer, Centre d'Analyse et de Mathématiques Sociales, EHESS; Guanhua Chen, Department of Biostatistics and Medical Informatics, University of Winsconsin-Madison; Awa Dieng, Google Research; Ruohong Li, Indiana University School of Medicine; Gaël Varoquaux, INRIA Saclay; Jean-Philippe Vert, Google Research; Julie Josse, INRIA Sophia-Antipolis; Shu Yang, North Carolina State University
3:45 PM Floor Discussion