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CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details

331 * ! Tue, 7/31/2018, 10:30 AM - 12:20 PM CC-West 206/207
Statistical and Practical Issues for Reproducible Molecular Prediction in Biomedical Studies — Topic Contributed Papers
Organizer(s): Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
Chair(s): Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
10:35 AM Simple Bootstrap and Simulation Approaches to Quantifying Reliability of High-Dimensional Feature Selection
Frank Harrell, Vanderbilt University, Dept of Biostatistics
10:55 AM The Impact of Different Sources of Heterogeneity on Loss of Accuracy from Genomic Prediction Models
Levi Waldron, CUNY School of Public Health
11:15 AM Quantification of Reproducibility: Leave-Study-Out Estimation

Lo-Bin Chang
11:35 AM DREAM Challenges: a Community Framework for Benchmarking Reproducible Biomedical Models
Justin Guinney, Sage Bionetworks
11:55 AM Estimating Directed Acyclic Graphs from High-Dimensional Data and Its Application in Biomarker Discoveries in Early Clinical Trials

Hua Zhong, New York University; Jaehong Yu, NYU School of Medicine
12:15 PM Floor Discussion