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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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522
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Thu, 8/11/2022,
8:30 AM -
10:20 AM
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CC-144A
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Life Science Applications of Data Science — Contributed Papers
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Section on Statistical Learning and Data Science
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Chair(s): Kellie Archer, The Ohio State University
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8:35 AM
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Regression Trees and Ensembles for Cumulative Incidence Functions
Youngjoo Cho, Konkuk University; Annette Molinaro, University of California San Francisco; Chen Hu, Johns Hopkins University ; Robert L Strawderman, University of Rochester
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8:50 AM
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Long-Term Survival and Second Malignant Tumor Prediction in Pediatric, Adolescent, and Young Adult Cancer Survivors Using Random Survival Forests: A SEER Analysis
Ivy Zhang, Yale University; Jun Deng, Yale University; Gregory Hart, Bill & Melinda Gates Foundation; Bo Qin, Dartmouth College
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9:05 AM
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Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity
Jieru Shi, University of Michigan; Zhenke Wu, University of Michigan, Ann Arbor; Walter Dempsey, University of Michigan
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9:20 AM
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Evaluating Model Diagnostics Tools for Non-Genetic Associations in Large Scale Data Sets
Christophe Toukam Tchakoute, Stanford University; Stella Aslibekyan, 23andMe, INC; Teresa Filshtein Sonmez, 23andMe, INC; Robert Gentleman, Center for Computational Biomedicine, Harvard Medical School
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9:35 AM
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Significance Tests Based on Sieve Quasi-Likelihood Ratio Test Using Neural Networks with Application to Genetic Association Studies
Xiaoxi Shen, Texas State University; Chang Jiang , University of Florida; LYUDMILA SAKHANENKO, Michigan State University; Qing Lu, University of Florida
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9:50 AM
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Floor Discussion
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