Invited E-Poster Session I -- JSM 2026

01: A Comparison of methods for variable selection

8:30 PM - 9:25 PM

Gomathy Parvathinathan (Stanford University)

Co-authors: Margaret Stedman (Stanford University), Tara Chang (Stanford Division of Nephrology, Department of Medicine), Georgia Parsons (Department of Nephrology, St Vincent’s Hospital, Melbourne, Australia)

Variable selection LASSO Random forest Peripheral Artery Disease

02: An Imputation Approach for Addressing Missingness in Smartphone Mobility Data

8:30 PM - 9:25 PM

Elizabeth Graff (Department of Biostatistics, Harvard University)

Co-authors: Jukka-Pekka Onnela

missing data imputation imputation physical activity measurement digital phenotyping digital health

03: Bayesian Spatial Modeling of Measles Outbreak in Texas, USA

8:30 PM - 9:25 PM

Gihani Vidumini Wickramasinghe Wickramasinghe Disanayakage

Co-authors: Asim Dey (Texas Tech University)

Measles in Texas Zero-inflated Poisson Spatial effect Bayesian inference

04: Clustering and Characterizing the Outdoor Watering Behavior of Residential Utility Customers

8:30 PM - 9:25 PM

Carson Slater (Baylor University)

Co-authors: Ryan Shepler (Denver Water), Samantha Bryan (Denver Water), Amanda Hering (Baylor University)

Unsupervised Learning Circular Statistics Water Usage Disaggregation Water Consumption Behavior

05: Community Social Needs and Emergency Department Use for Diabetes-Related CVD in Southern New Jersey

8:30 PM - 9:25 PM

Ailing Nan

Co-authors: Bowen Liu, Mei Rosemary Fu (School of Nursing and Health Studies, University of Missouri-Kansas City, Kansas City, MO), Dawn Wiest (Camden Coalition, Camden, NJ)

Generalized linear models Accountable Health Communities Health-Related Social Needs Cardiovascular disease Diabetes Emergency department utilization

06: Comparing Approaches to Resampling Methods for Imbalanced Outcomes When Using Cluster-Sensitive Cross-Validation in Machine Learning

8:30 PM - 9:25 PM

Holly O'Rourke (Department of Psychology, UC Riverside)

Co-authors: Yukang Xue (University of California, Riverside), Chanler D. Hilley (Department of Psychological Science, Kennesaw State University)

Machine learning imbalanced outcomes binary outcomes multilevel cross-validation hierarchical linear modeling

07: Evaluating Taiwan's Mammography Screening Program by constructing a Matched Non-screening Cohort

8:30 PM - 9:25 PM

Li-Hsin Chien (National Dong Hwa University)

Co-authors: Chun-Ting Yang (National Health Research Institutes, Taiwan), Fang-Yu Tsai (National Health Research Institutes, Taiwan), Chao Hsiung (National Health Research Institutes), I-Shou Chang (National Health Research Institutes)

breast cancer screening matched non-screening cohort mortality reduction overdiagnosis

08: Impact of Maternal Smoking During Pregnancy on Preterm Birth Risk in the United States: A Propensity

8:30 PM - 9:25 PM

Erik Heiny (Utah Valley University)

Co-authors: Mohammad Islam (Utah Valley University)

Maternal smoking Preterm birth Causal inference Propensity score matching Double adjustment

09: Impacts of Consumer Purchase Incentives on Electric Vehicle Adoption

8:30 PM - 9:25 PM

Aosen Cheer (Arthritis Research Canada)

Co-authors: Yi Qian (University of British Columbia)

Battery electric vehicles EVs Financial incentives Plugged-in electric vehicles Subsidy policies Sustainability

10: Machine Learning-Based Prediction of Site Enrollment Success in Global IBD Trials

8:30 PM - 9:25 PM

jiaqiang zhu (Takeda)

Co-authors: Jingjing Chen (Takeda Pharmaceuticals), Francesco Nordio (Takeda), Luna Zaru (Takeda)

Machine Learning logistic regression, penalized regression (LASSO, Elastic Net), random forest, and XGBoost Poisson regression and gradient boosting methods Site Performance Prediction and site selection Site level operational performance and enrollment DrugDev DataQuery System

11: Metabolic Management for PCOS in adolescents and young adults: a systematic review and meta-analysis

8:30 PM - 9:25 PM

Amy Pan (Medical College of Wisconsin)

Co-authors: Carly Schanock (Yale University), Oluwakemi Abiodun (Johns Hopkins University), Kelli-Ann Corrao (Medical College of Wisconsin), Danielle Mcclone (Medical College of Wisconsin), Aiden Sperry (Medical College of Wisconsin), Jen Makrides (Medical College of Wisconsin)

meta-analysis Random-effects models polycystic ovarian syndrome

12: Missing Data in Ambulatory Blood Pressure Monitoring (ABPM) Studies

8:30 PM - 9:25 PM

Dalong Huang (FDA/CDER)

Co-authors: Xutong Zhao (FDA), Yu-ting Weng (FDA), Runqiu Wang (Boston Children's Hospital)

multiple imputation inverse probability weighting augmented inverse probability weighting a combined multiple imputation and inverse probability weighting method missing at completely random missing at random

13: Modeling Energy Consumption for ISU Campus Buildings

8:30 PM - 9:25 PM

Majd Alslman (Iowa State University)

Co-authors: Petrutza Caragea (Iowa State University)

Bayesian Forecasting Energy Consumption Modeling Forecasting Dynamic Linear Models Gaussian Process Time Series Analysis

14: Reconstructing East Asian Temperatures from 1368 to 1911 Using Historical Documents, Climate Models

8:30 PM - 9:25 PM

Eric Sun

Co-authors: Hsin-Cheng Huang (Academia Sinica), Kuan-hui Elaine Lin (National Taiwan Normal University, Taiwan), Wan-Ling Tseng (Institute of Sustainable Development and Climate Policy, National Tsing Hua University), Pao-Kuan Wang (Research Center for Environmental Changes, Academia Sinica, Taiwan)

Change of support empirical Bayes interval censored data kriging quantile mapping uncertainty quantification

15: Rural Use of Wearable Devices in the All of Us Dataset

8:30 PM - 9:25 PM

Monica Ahrens

Co-authors: Diego Mazzotti (University of Kansas Medical Center)

rural health large data analysis wearable data applied statistics

16: Spillover effects of substance use on HIV outcomes in networks of young Black MSM

8:30 PM - 9:25 PM

Claire Pearsall

Co-authors: Ashley Buchanan (The University of Rhode Island), Natallia Katenka (University of Rhode Island), Jing Wu (University of Rhode Island), Anna Hotton (University of Chicago), Samuel Friedman (New York University Langone), John Schneider (University of Chicago)

Human Immunodeficiency Virus Substance Use Disorder causal inference spillover

17: Stochastic Trend Model for Forecasting Mean Deviation Series from Glaucoma Patients

8:30 PM - 9:25 PM

Manoj Pathak (Murray State University)

Visual Field, Mean Deviation Irregular Autoregressive method

18: Temperature-Dependent Modulation of Ozone Related Risks for EADs Among the Elderly in Japan.

8:30 PM - 9:25 PM

Nobuyuki Kimoto (Chuo University)

Co-authors: Ayano Takeuchi

Photochemical oxidants Emergency ambulance dispatches DLNM

19: Temporal and geographical patterns of motor vehicle accidents in Boston during 2015-2024

8:30 PM - 9:25 PM

Bradley Shen

Co-authors: Lucas Hu (Browne Middle School)

Traffic accident rate Descriptive statistics Linear regression

20: Using Statistical Modeling to Improve Community Health Interventions for Obesity and Diabetes in NJ

8:30 PM - 9:25 PM

Haneen Alsaoud

Co-authors: Bowen Liu, Dawn Wiest (Camden Coalition, Camden, NJ), Mei Rosemary Fu (School of Nursing and Health Studies, University of Missouri-Kansas City, Kansas City, MO)

Generalized linear mixed model Longitudinal data Healthcare Utilization Obesity Diabetes Chronic illness

Invited E-Poster Session I

20 Presentations