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
