Section on Statistics in Epidemiology 4 - Statistical Methods for Epidemiology and Biomedical Research

Tue, Aug 4, 10:30 AM - 12:20 PM Room CC-255 Thomas M. Menino Convention & Exhibition Center

YIN YEE LEONGChair

Section on Statistics in Epidemiology

7 Presentations

Causal Excursion Effect Estimation in Mobile Health with Ordinal Outcomes

10:35 AM - 10:50 AM

Jing XU

Co-authors: Tianchen Qian (University of California, Irvine), Bibhas Chakraborty (Duke-NUS Medical School, National University of Singapore)

Machine Learning Causal Excursion Effect Ordinal Outcome Micro-Randomised Trial

Conditional Probability and Predictive Probability in Futility Analyses

10:50 AM - 11:05 AM

Zhibao Mi (VA CSPCC Perry Point)

Co-authors: Eileen Stock (VA Cooperative Studies Program Coordinating Center), Xiaoli Lu (CSPCC), Min Zhan (VA CSPCC), Kousick Kousick Biswas (VA CSPCC)

Futility Analysis Predictive Probability Conditional Probability Multicenter Clinical Trials Simulation Studies Tipping-point Analysis

Debiased Ill-Posed Regression

11:05 AM - 11:20 AM

AmirEmad Ghassami (Boston University)

Co-authors: James Robins (Harvard School of Public Health), Andrea Rotnitzky (University of Washington)

Ill-Posedness Debiased Estimator Influence Function-Based Estimation Hyper-Parameter Selection Nonparametric Instrumental Variable Proximal Causal Inference

Fitting Flexible Infectious Disease Models Using Simulation-Based Inference

11:20 AM - 11:35 AM

Wenxuan Jiang (Penn State University)

Co-authors: Murali Haran (Penn State University)

Simulation-Based Inference Infectious Disease Models

Meta-analysis using the Ex-Gaussian Distribution

11:35 AM - 11:50 AM

Jake Olivier (University of New South Wales)

Co-authors: Boris Beranger (UNSW Sydney), Timothy R Fricke (Australian College of Optometry)

Meta-analysis Ex-Gaussian distribution Skewed data Refractive errors

Scalable Power Analysis for General Mediation: A Shape-Constrained Smoothing Approach

11:50 AM - 12:05 PM

Nubaira Rizvi (LSU-Health New Orleans)

Co-authors: Amjila Bam (The Louisiana State University Health Sciences Center (LSUHSC) - New Orleans, LA), Wentao Cao (Louisian State University Health Sciences Center), Qingzhao Yu

Mediation Analysis Power Calculation Sample Size Determination Shape Constrained Additive Models Causal Inference

Spatiotemporal Endemic–Epidemic Modeling for Pandemic Intervention

12:05 PM - 12:20 PM

Arda Vanli

Co-authors: Davison E. Tsekeni (FAMU-FSU College of Engineering)

Infectious disease modeling Multivariate count-data time series Time series segmentation