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172 Tue, 8/4/2020, 10:00 AM - 2:00 PM Virtual
Prediction and Misclassification in Biomedical Research — Contributed Papers
Section on Statistics in Epidemiology
Chair(s): Pamela A Shaw , University of Pennsylvania Perelman School of Medicine
A Two-Stage Sampling Approach to Improve Suboptimality in EHR-Based Study Designs
Arielle Marks-Anglin; Yong Chen, University of Pennsylvania; Chongliang Luo, University of Pennsylvania
Individual-Level Estimation of HIV Recency Using Biomarkers and Auxiliary Variables
Ben Sheng, Pennsylvania State University; Le Bao, Penn State University; Runze Li, Pennsylvania State University
Linear Mixed Model Vs Two-Stage Methods for Developing Prognostic Models for Kidney Function Decline
Brian Kwan, University of California, San Diego; Loki Natarajan, University of California, San Diego
Organic Direct and Indirect Effects with Mediator Values Below a Limit of Detection
Ariel Chernofsky, Boston University School of Public Health; Ronald Bosch, Center for Biostatistics in AIDS Research, Harvard School of Public Health; Judith Lok, Boston University Department of Mathematics & Statistics
Practical Considerations When Building Prediction Equations for Blood Concentration Markers: Lessons Learned from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL)
Lillian Boe, University of Pennsylvania; Pamela A Shaw , University of Pennsylvania Perelman School of Medicine; Daniela Sotres-Alvarez, University of North Carolina at Chapel Hill; Martha Daviglus, University of Illinois College of Medicine; Robert Kaplan, Albert Einstein College of Medicine; and Fred Hutchinson Cancer Research Center; Yasmin Mossavar-Rahmani, Albert Einstein College of Medicine; Ramon A Durazo-Arvizu, University of Illinois College of Medicine
A Placement Value-Based ROC Surface Regression Approach to Evaluate Diagnostic Capacity of a Biomarker in Predicting Diseases with Three Categories
Soutik Ghosal, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Katherine Grantz, Eunice Kennedy Shriver National Institutes of Child Health and Human Development; Zhen Chen, NICHD/NIH
Risk Estimation for Left- and Interval-Censored Incident Disease in the Presence of Measurement Error
Li Cheung, US National Cancer Institute
A Look at COVID-19 Data
Shiju Zhang, St Cloud State University; Cheng Peng, West Chester University of Pennsylvania