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Activity Details

442 Thu, 8/12/2021, 4:00 PM - 5:50 PM Virtual
Disease Prediction, Statistical Methods for Genetic Epidemiology and Mis — Contributed Speed
Section on Statistics in Epidemiology
Chair(s): Miguel Fudolig, University of Nebraska-Lincoln
4:05 PM Predicting Risk of Low Back Pain Using a Super Learner Algorithm
Hannah Michelle Brown, American University; Elizabeth Malloy, American University; Jay Kapellusch, University of Wisconsin–Milwaukee
4:10 PM Modeling the COVID-19 Epidemic in Mexico: A Two-Step Approach
RAFAEL PEREZ ABREU, CENTRO DE INVESTGACION EN MATEMATICAS; SAMANTHA ESTRADA, UNIVERSITY OF TEXAS AT TYLER; HECTOR DE-LA-TORRE-GUTIERREZ, CENTRO DE INVESTIGACION EN MATEMATICAS
4:15 PM Assessing the use of GEE methods for analyzing family data: the Strong Heart Family Study
Xi Chen, University of Oklahoma Health Sciences Center; Ying Zhang, University of Oklahoma Health Sciences Center; Amanda M. Fretts, University of Washington; Tauqeer Ali, University of Oklahoma Health Sciences Center; Jason Umans, Georgetown University; Richard Devereux, Weil Cornell Medicine; Elisa Lee, The University of Oklahoma Health Sciences Center; Shelley Cole, Texas Biomedical Research Institute; Daniel E Zhao, OUHSC Hudson College of Public Health
4:20 PM Applied Methods in Studying Age, Leukocyte Telomere Length, and Risk of Stroke in the Strong Heart Study
Caroline Goode, The University of Oklahoma Health Sciences Center; Jinying Zhao, University of Florida Gainesville; Richard Devereux, Weil Cornell Medicine; Santosh Murthy, Weil Cornell Medicine; Alexander Merkler, Weil Cornell Medicine; Parmanand Singh, Weil Cornell Medicine; Jason Umans, Georgetown University; Barbara Howard, Georgetown University; Shelley Cole, Texas Biomedical Research Institute; Amanda M. Fretts, University of Washington; Lyle Best, Missouri Breaks Industries Research Inc.; Tauqeer Ali, University of Oklahoma Health Sciences Center; Elisa Lee, The University of Oklahoma Health Sciences Center; Ying Zhang, University of Oklahoma Health Sciences Center
4:25 PM Microbial Trend Analysis for Common Dynamic Trend, Group Comparison, and Classification in Longitudinal Microbiome Study
Chan Wang, NYU Langone Health; Jiyuan Hu, New York University Grossman School of Medicine; Martin J. Blaser, Rutgers University, Center for Advanced Biotechnology and Medicine; Huilin Li, New York University Grossman School of Medicine
4:30 PM An Augmented Likelihood Approach for the Discrete Proportional Hazards Model and a Complex Survey Design, with Application to HCHS/SOL Study
Lillian Boe, University of Pennsylvania; Pamela Shaw, Kaiser Permanente Washington Health Research Institute
4:35 PM Missing Data Matters in Participatory Syndromic Surveillance Systems: Comparative Evaluation of Missing Data Methods When Estimating Incidence Rate
Kristin Baltrusaitis, Harvard T.H. Chan School of Public Health; Craig Dalton, Hunter New England Population Health; Sandra Carlson, Hunter New England Population Health; Laura White, Boston University School of Public Health
4:40 PM Numerical Assessment of Robustness of Treatment Effect Estimation with Missing Data
Zhibao Mi, VA CSPCC at Perry Point; Min Zhan, VA CSPCC at Perry Point; Eileen Stock, VA CSPCC at Perry Point; Kousick Biswas, VA CSPCC at Perry Point
4:45 PM Statistical Issues of Analyzing Sex Partner Data in Military Treatment Facilities
HSING-CHUAN HSIEH, Infectious Disease Clinical Research Program (IDCRP), PMB, USU; Nazia Rahman, IDCRP, PMB, USU; Roberta Lugo Robles, 3. The Henry M. Jackson Foundation for the Advancement of Military Medicine, PMB, USU; Sandra Waggoner, 3. The Henry M. Jackson Foundation for the Advancement of Military Medicine, IDCRP, USU; Eric Garges, IDCRP, PMB, USU; TZU-CHEG KAO, Uniformed Services University (USU)
4:50 PM Using Machine Learning to Identify Patterns of County-Level Trends in Diabetes Prevalence in the United States, 2011-2019
Hui Xie, CDC; Deborah B Rolka, CDC; Yu B Chen, CDC
5:00 PM Interpretable Subclass-Wise Measures for Interaction Detection as an Alternative to Interaction Tests
Eiji Nakatani, Shizuoka Graduate University of Public Health; Yoko Sato, Shizuoka Graduate University of Public Health; Seiichiro Yamamoto, Shizuoka Graduate University of Public Health
5:05 PM Selection Bias Adjustment in Infectious Disease Outbreak Data
Mingjin Liu, University of Florida; Yang Yang, University of Florida
5:10 PM Patient and Clinical Features of Pediatric Brain Tumor Survival in the US: Epidemiological Evidence from Four Decades of Population Data
Saira Khan, University of Delaware; Wendi Xiao, Nemours Children's Health System; Maliha Tayeb, University of Pittsburg; Jobayer Hossain, Nemours Children's Health System
5:15 PM Cluster Analysis of US States Based on COVID-19 Incidence, Fatality, and Vaccination
Jing Guo, California State University, Chico; Faith Fatchen, California State University, Chico
5:20 PM A Simulation Study to Compare the Bias and Efficiency of the Sample Mean Obtained from Simple Random and Convenience Samples
Evrim Oral, LSU Health Sciences Center School of Public Health Biostatistics Program; Harun Mazumder, LSU Health School of Public Health Biostatistics Program; Sarah Grunblatt, LSU Health School of Public Health Epidemiology Program; Chaoyi Zeng, LSU Health School of Public Health Biostatistics Program
5:25 PM Multi-Objective, Model-Based Reinforcement Learning for Infectious Disease Control
Runzhe Wan, North Carolina State University; Xinyu Zhang, North Carolina State University; Rui Song, North Carolina State University
5:30 PM A Uniformly Ergodic Data-Augmented MCMC for Fitting Stochastic Epidemic Models to Incidence Data
Raphael Morsomme, Duke University
5:35 PM Floor Discussion