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384 Thu, 8/12/2021, 12:00 PM - 1:50 PM Virtual
Next-Generation Sequencing and High-Dimensional Data — Contributed Speed
Biometrics Section, Text Analysis Interest Group
Chair(s): Arielle Kimberly Marks-Anglin, University of Pennsylvania
12:05 PM Efficient Two-Stage Analysis Approaches for Complex Trait Association with Arbitrary Depth Sequencing Data
Zheng Xu, Wright State University; Song Yan, University of North Carolina at Chapel Hill; Shuai Yuan, Marinus Pharmaceuticals; Zifang Guo, Merck & Co.; Yun Li, UNC-Chapel Hill
12:10 PM Statistical Inference from Stem Cell Barcoding Data Using Adaptive Approximate Bayesian Computation
Siyi Chen, Rice University; Marek Kimmel, Rice University; Katherine King, Baylor College of Medicine
12:15 PM A Reduced Rank Regression Model for Microbiome Data Integration
Ying Dai, Oregon State University; Duo Jiang, Oregon State University
12:20 PM SUITOR: Selecting the Number of Mutational Signatures Through Cross-Validation
DongHyuk Lee, National Cancer Institute; Difei Wang, National Cancer Institute; Xiaohong R. Yang, National Cancer Institute; Jianxin Shi, National Cancer Institute/National Institutes of Health; Maria T. Landi, National Cancer Institute; Bin Zhu, National Cancer Institute
12:25 PM Copula Models for Temporally Conserved Microbial Interactions
Rebecca A Deek, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
12:30 PM An Approach to Summarize Biological Networks
Thao Vu, University of Colorado, Anschutz Medical Campus
12:35 PM Detecting Differential Expressed/Spliced Transcripts That Are Associated with Continuous Clinical Covariates, Including Survival Time
Huining Kang, Univeristy of New Mexico; Xichen Li, University of New Mexico
12:40 PM Time-Varying Graphical Models for Microbiome Data
Sarah Robinson, Rice University; Christine B. Peterson, The University of Texas MD Anderson Cancer Center
12:45 PM Enhancing Familial Relationship Inference in Admixed Populations
Daniel Yorgov, Purdue Fort Wayne
12:50 PM Backward Selection for RNA-Seq Differential Expression Analysis Using Pseudo-variables
Yet Nguyen, Old Dominion University; Dan Nettleton, Iowa State University
1:00 PM Tumor classification and survival estimation using metabolic activity scores from RNA sequencing data
Jack Goodman, Frank H. Netter SOM; Marcus Alexander, Yale University
1:05 PM Analyzing Dose Response Effects on Single Nuclei Gene Expression Data
Satabdi Saha, Michigan State University; Samiran Sinha, Texas A&M University; Taps Maiti, Michigan State University; Rance Nault, Michigan State University; Sudin Bhattacharya, Michigan State University; Timothy Zacharewski, Michigan State University
1:10 PM Statistical Methods for Mass Spectrometry Data
SO YOUNG RYU, University of Nevada Reno; Sijia Qiu, University of Nevada Reno
1:15 PM Logistic Tree Gaussian Processes (LoTGaP) for the Microbiome
Morris Greenberg, Duke University; Li Ma, Duke University; Zhuoqun Wang, Duke University; Pulong Ma, Duke University / SAMSI; Anthony Sung, Duke University Hospital
1:20 PM High-Sensitivity Pattern Discovery in Large, Paired Multi-Omic Data Sets
Andrew Ghazi, Broad Institute; Kathleen Sucipto, Harvard TH Chan School of Public Health; Gholamali Rahnavard, Harvard TH Chan School of Public Health; Eric Franzosa, Harvard TH Chan School of Public Health; Lauren McIver, Harvard TH Chan School of Public Health; Jason Lloyd-Price, Harvard TH Chan School of Public Health; Emma Schwager, Harvard TH Chan School of Public Health; George Weingart, Harvard TH Chan School of Public Health; Yo Sup Moon, Harvard TH Chan School of Public Health; Xochitl Morgan, University of Otago; Levi Waldron, CUNY Graduate school Public Health and Health Policy; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
1:25 PM Efficient Estimation of the Maximal Association Between Multiple Predictors and a Survival Outcome
Tzu-Jung Huang, University of Washington; Alex Luedtke, University of Washington; Ian McKeague, Columbia University
1:30 PM Extracting Actigraphy-Based Walking Features with Structured Functional Principal Components
Verena Werkmann, Indiana University; Jaroslaw Harezlak, Indiana University; Nancy W. Glynn, University of Pittsburgh
1:35 PM A Nonparametric Empirical Bayes Approach to Covariance Matrix Estimation
Huiqin Xin, Department of Statistics, University of Illinois at Urbana-Champaign; Sihai Dave Zhao, Department of Statistics, University of Illinois at Urbana-Champaign
1:40 PM Variable Selection in Functional Logistic Regression Using Group LASSO
James Cameron, George Mason University; Pramita Bagchi, George Mason University
1:45 PM Graph-Based Trajectory Visualization for Text Mining of COVID-19 Biomedical Literature
Yeseul Jeon, Yonsei University of Applied Statistics; Dongjun Chung, Ohio State University; Jina Park, Yonsei University of Applied Statistics; Ickhoon Jin, Yonsei university