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* = applied session       ! = JSM meeting theme

Activity Details


4 * !
Mon, 8/3/2020, 10:00 AM - 11:50 AM Virtual
Utilizing Public Genomic Data for the Public Good: Improving Understanding of Disease Etiology and Treatment — Invited Papers
WNAR, Korean International Statistical Society, Section on Statistics in Genomics and Genetics
Organizer(s): Dongjun Chung, The Ohio State University
Chair(s): Dongjun Chung, The Ohio State University
10:05 AM Harmonizing Genetic Ancestry and Self-Identified Race/Ethnicity in Genome-Wide Association Studies
Hua Tang, STANFORD UNIVERSITY
10:25 AM Model Checking and More Powerful Inference in Transcriptome-Wide Association Studies
Wei Pan, University of Minnesota
10:45 AM Integrative Analysis of Cancer Multi-Omics Data
Qianxing Mo, H. Lee Moffitt Cancer Center & Research Institute
11:05 AM Translating Genomic and Transcriptomic Studies to Identify Actionable Targets
Hae Kyung Im, University of Chicago
11:25 AM Prioritizing Disease Candidate Genes Using Knockout Mouse Phenotype Data
Donghyung Lee, Miami University
11:45 AM Floor Discussion
 
 

123 !
Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Unraveling Tissue Heterogeneity for Analyzing Omics Data in Cancer Research — Topic Contributed Papers
WNAR, ENAR, Biometrics Section
Organizer(s): Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
Chair(s): Yuqing Zhang, Gilead Sciences Inc.
1:05 PM Outcome-Guided Molecular Disease Subtyping for Precision Medicine in Omics Data
George Tseng, University of Pittsburgh
1:25 PM Co-Expression Analysis of Complex Tissues
Matthew Nicholson McCall, University of Rochester Medical Center; Yun Zhang, J. Craig Venter Institute (JCVI)
1:45 PM Clustering of Single Cells Based on Expressions of Subsets of Genes
Sha Cao, Indiana University School of Medicine; Changlin Wan, Purdue University; Chi Zhang, Indiana University School of Medicine; Anru Zhang, University of Wisconsin-Madison
2:05 PM Adjusting for Handling Effects in Transcriptomics Data for Tumor Subtyping
Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
2:25 PM Multi-Omic Integration to Reveal Functional Consequences of DNA Alterations
Xiaoyu Song, Icahn School of Medicine at Mount Sinai; Jiayi Ji, Ichan School of Medicine at Mount Sinai; Lin Chen, University of Chicago; Pei Wang, Icahn Medical School at Mount Sinai
2:45 PM Floor Discussion
 
 

124
Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Recent Advances in Network Modeling and Visualizations — Topic Contributed Papers
Korean International Statistical Society, WNAR
Organizer(s): Ick Hoon Jin, Yonsei University
Chair(s): Michael Schweinberger, Rice University
1:05 PM Modeling Interaction Lengths in Continuous-Time Dynamic Networks Presentation
Riccardo Rastelli, University College Dublin
1:25 PM A Probabilistic Framework for Models of Dependent Network Data, with Applications to Brokerage in Social Networks
Jonathan Stewart; Michael Schweinberger, Rice University
1:45 PM Network Mediation Analysis: Latent Space and Eigen-Analysis Approaches
Ick Hoon Jin, Yonsei University
2:05 PM HubViz: A Statistical Model for Hub-Centric Visualization of Multivariate Binary Data
Dongjun Chung, The Ohio State University; Jin Hyun Nam, Medical University of South Carolina; Ick Hoon Jin, Yonsei University
2:25 PM Network Based Variable Selection for High-Dimensional Longitudinal Data
Cen Wu, Kansas State University; Fei Zhou, Kansas State University
2:45 PM Floor Discussion
 
 

240 * !
Tue, 8/4/2020, 1:00 PM - 2:50 PM Virtual
Statistical Analysis of Complex Imaging Data — Invited Papers
WNAR, Section on Statistics in Imaging, Mental Health Statistics Section
Organizer(s): Dehan Kong, University of Toronto
Chair(s): Dehan Kong, University of Toronto
1:05 PM Principle ERP Reduction and Analysis: Estimating and Using Principle ERP Waveforms Underlying ERPs Across Tasks, Subjects and Electrodes
Damla Senturk, UCLA; Shafali Jeste, UCLA; Emilie Campos, UCLA; Chad Hazlett, UCLA; Patricia Tan, UCLA; Holly Truong, UCLA; Sandra Loo, UCLA; Charlotte DiStefano, UCLA
1:35 PM Covariance Regression for Connectome Outcomes
Brian Caffo, Johns Hopkins University; Rossi Luo, The University of Texas Health Science Center; Yi Zhao, Indiana University; Bingkai Wang, Johns Hopkins Bloomberg School of Public Health
2:05 PM A Source Separation Method for Investigating Brain Connectome Traits
Ying Guo, Emory University; Yikai Wang, Emory University
2:35 PM Floor Discussion
 
 

242 * !
Tue, 8/4/2020, 1:00 PM - 2:50 PM Virtual
Deep Learning Methods in Biomedical Studies — Invited Papers
WNAR, Section on Statistical Computing, Section on Statistical Learning and Data Science
Organizer(s): Wei Sun, Fred Hutchinson Cancer Research Center
Chair(s): Kin Yau Alex Wong, The Polytechnic University of Hong Kong
1:05 PM Multi-Stage Sequential Deep Autoencoder-Based Monotone Nonlinear Dimensionality Reduction Methods
Youyi Fong, Fred Hutchinson Cancer Research Center; Jun Xu, None
1:30 PM A Computationally-Favorable Reframing of Proportional-Hazards Modeling for Large Time-to-Event Data Sets with Applications to Deep Learning
Noah Simon, University of Washington
1:55 PM Deep Learning Methods for Single Cell Data Denoising and Multimodal Imputation
2:40 PM Floor Discussion
 
 

266
Tue, 8/4/2020, 1:00 PM - 2:50 PM
Recent Advances in Spatial-Temporal Modeling and Its Applications — Topic Contributed Papers
2:45 PM Floor Discussion
 
 

305 *
Wed, 8/5/2020, 10:00 AM - 11:50 AM
Asymmetry in Objectives and Samples for Classification and Multiple Testing — Topic Contributed Papers
11:05 AM Floor Discussion
 
 

386 !
Wed, 8/5/2020, 1:00 PM - 2:50 PM
Recent Advances of Causal Inference in Observational Studies — Invited Papers
2:35 PM Floor Discussion
 
 

404
Wed, 8/5/2020, 1:00 PM - 2:50 PM
Novel Methods for High-Dimensional and Large-Scale Survival Data — Topic Contributed Papers
2:45 PM Floor Discussion
 
 

444 !
Thu, 8/6/2020, 10:00 AM - 11:50 AM
Highlights from the Journal STAT — Topic Contributed Papers
11:45 AM Floor Discussion
 
 

529
Thu, 8/6/2020, 1:00 PM - 2:50 PM
Recent Advances in Clustering and Community Detection — Invited Papers
2:45 PM Floor Discussion
 
 

579 * !
Thu, 8/6/2020, 3:00 PM - 4:50 PM
30 Years Journey of Bayesian Adaptive Designs: From Bayesian Monitoring to Dynamic Treatment Regime — in Honor of Dr. Peter Thall’s 70th Birthday — Topic Contributed Papers
4:45 PM Floor Discussion