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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

277 Tue, 8/9/2022, 10:30 AM - 12:20 PM CC-140B
SPEED: Biometrics and Environmental Statistics Part 1 — Contributed Speed
Biometrics Section, Section on Statistics and the Environment
Chair(s): Namhee Kim, Rush University Medical Center
10:35 AM Sensitivity Analysis for Generalized Causal Mediation: Extending the GMediation R Package
Jeffrey Albert, Case Western Reserve University; Jang Ik Cho, Eli Lilly and Company; Carly Rose, Case Western Reserve University
10:40 AM Implementing Different Imputation Pipelines for High-Frequency Digital Biomarkers with Missing Data and Lower-Frequency Binary Outcomes
Nicole Wakim, University of Michigan; Hiroko Dodge, Oregon Health and Science University; Zhenke Wu, University of Michigan, Ann Arbor; Tom Braun, University of Michigan
10:45 AM Flexible Estimation of the Conditional Survival Function via Observable Regression Models
Charles Jacob Wolock, University of Washington; Noah Simon, University of Washington; Marco Carone, University of Washington
10:50 AM SMILE: Smart Representation of Single Cell RNA-Seq Data via Attention-Based Deep Multiple Instance Learning
Jihwan Oh, Merck; John Kang, Merck; Alex Tamburino, Merck; Vladimir Svetnik, Merck Research Labs; Runzhe Li, John's Hopkins University
10:55 AM Model Selection for Survival Individualized Treatment Rules Using the Jackknife Estimator
Gilson D Honvoh, University of North Carolina at Chapel Hill; Hunyong Cho, University of North Carolina at Chapel Hill; Michael Kosorok, University of North Carolina at Chapel Hill
11:00 AM A Multiple Imputation Approach for Optimal Treatment Decision Rules
Jenny Shen, University of Pennsylvania; Kristin Linn, University of Pennsylvania
11:05 AM Meta-Analysis with Heterogeneity Clusters: An Application to Prevalence Estimation of Postmenopausal Bleeding Among Women with Endometrial Cancer
Gregory Haber, National Institute of Standards and Technology; Andrew Leo Rukhin, National Institute of Standards and technology
11:10 AM R Package AdjKM.CIF and Shiny Application for Creating the Covariate-Adjusted Kaplan-Meier and Cumulative Incidence Functions
Biwei Cao, H. Lee Moffitt Cancer Center & Research Institute; Jonphil Kim, H. Lee Moffitt Cancer Center & Research Institute,University of South Florida
11:15 AM On the Proportional Likelihood Ratio Model for Sparse Correlated Data
Jiayi Tong, University of Pennsylvania; Yang Ning, Cornell University; Md Nazmul Islam, UnitedHealth Group; Annie Qu, UC Irvine; Yong Chen, University of Pennsylvania
11:20 AM Comparison of Test Statistics for Regression Coefficients in the OLS, Ridge, Liu, and Kibria-Lukman Linear Regression Model: A Simulation Study
Sergio Perez-Melo, Florida International University; Zoran Bursac, Florida International University; B.M. Golam Kibria, Florida International University
11:30 AM Kidney Transplantation Outcome Predictions (KTOP): A Risk Prediction Tool for Kidney Transplants from Brain-Dead Deceased Donors Based on a Large European Cohort
Gregor Miller, Technical University of Munich; Donna P. Ankerst, Technical University of Munich
11:35 AM Accommodating Heterogeneous Missing Data Patterns for Prostate Cancer Risk Prediction
Matthias Neumair, Technical University of Munich; Donna P. Ankerst, Technical University of Munich
11:40 AM Spatial Classification in the Presence of Measurement Error
Yuhan Ma, Baylor University; Kyuhee Shin, Kyungpook National University; GyuWon Lee, Kyungpook National University; Joon Jin Song, Baylor Univeristy
11:45 AM The Performance of Boosting Methods on Air Quality Data
Betül Kan-K?l?nç, Eski?ehir Technical University
11:50 AM Bayesian Hierarchical Modeling of Tropical Storms and Their Damage Potential: A Data Driven Study
Sakshi Arya, Penn State University
11:55 AM A Spatio-Temporal Model for Arctic Sea Ice
Alison Kleffner, University of Nebraska at Lincoln; Yawen Guan, University of Nebraska - Lincoln; Susan VanderPlas, University of Nebraska - Lincoln
12:00 PM Improved Estimation of Inorganic Carbon in the North Atlantic Ocean with State Space Models
Claire Boteler, Dalhousie University; Michael Dowd, Dalhousie University; Eric C. J. Oliver, Dalhousie University; Elias T. Krainski, King Abdullah University of Science and Technology; Douglas W. R. Wallace, Dalhousie University
12:05 PM A Spatio-Temporal Dynamic Cellular Automata Model for Fire Spread
Nicholas Grieshop, University of Missouri
12:10 PM Frequency Separated Periodic Block Bootstrapping: Consistency and Robustness for Periodic Characteristics of Time Series
Edward Valachovic, University at Albany, State University of New York
12:15 PM A Deep Gaussian Process Framework to Quantify Uncertainty of Tropical Cyclone Precipitation Forecasts
Stephen Walsh, Virginia Tech; Marco Ferreira, Virginia Tech; David Higdon, Virginia Tech; Stephanie Zick, Virginia Tech; Annie Sauer, Virginia Tech