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CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
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97 * !
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Mon, 8/8/2022,
8:30 AM -
10:20 AM
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CC-149AB
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New Methods for Structured Variable Selection — Topic Contributed Papers
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SSC (Statistical Society of Canada), ENAR, Section on Statistical Computing
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Organizer(s): Mireille Elisa Schnitzer, Universite de Montreal; Guanbo Wang, McGill University
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Chair(s): Mireille Elisa Schnitzer, Universite de Montreal
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8:35 AM
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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
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8:55 AM
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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
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9:15 AM
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Flexible Regularized Estimating Equations: Some New Perspectives
Yi Yang, McGill University
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9:35 AM
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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
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9:55 AM
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Canonical Correlation Analysis in High Dimensions with Structured Regularization
Elena Tuzhilina, Stanford University; Leonardo Tozzi, Stanford University; Trevor Hastie, Stanford University
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10:15 AM
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Floor Discussion
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Video Available to all JSM Registered Attendees. Please login to view.
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