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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

97 * ! Mon, 8/8/2022, 8:30 AM - 10:20 AM CC-149AB
New Methods for Structured Variable Selection — Topic Contributed Papers
SSC (Statistical Society of Canada), ENAR, Section on Statistical Computing
Organizer(s): Mireille Elisa Schnitzer, Universite de Montreal; Guanbo Wang, McGill University
Chair(s): Mireille Elisa Schnitzer, Universite de Montreal
8:35 AM A General Framework for Identification of Permissible Variable Subsets in Structured Model Selection
Guanbo Wang, McGill University; Mireille Elisa Schnitzer, Universite de Montreal; Tom Chen, Harvard Pilgrim Health Care Institute and Harvard Medical School; Rui Wang, Harvard T.H. Chan School of Public Health; Robert William Platt, McGill University
8:55 AM Leveraging the Predictor Structure with a Doubly Sparse Penalty Function to Improve Outcome Prediction and Relevant Predictor Identification
Matthew Stephenson, University of New Brunswick - Saint John; Ayesha Ali, University of Guelph; Gerarda Darlington, University of Guelph
9:15 AM Flexible Regularized Estimating Equations: Some New Perspectives
Yi Yang, McGill University
9:35 AM Variable Selection in High-Dimensional Linear Regression Accounting for Heterogeneity in Covariate Effects Across Multiple Data Sources
Tingting Yu, Harvard Pilgrim Health Care Institute and Harvard Medical School
9:55 AM Canonical Correlation Analysis in High Dimensions with Structured Regularization
Elena Tuzhilina, Stanford University; Leonardo Tozzi, Stanford University; Trevor Hastie, Stanford University
10:15 AM Floor Discussion
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