JSM2025
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Invited Paper Session

Creating Something from Nothing? Synthetic Data Analysis for Social Good and Policy Making

Sun, Aug 3, 2:00 PM - 3:50 PM Room CC-201A Music City Center
Dungang LiuOrganizerEmily HectorChair
Social Statistics Section co: Government Statistics Sectionco: Health Policy Statistics Section Applied

3 Presentations

Golden Ratio Weighting Prevents Model Collapse
2:05 PM - 2:35 PM
Hengzhi He
Co-authors: Guang Cheng (University of California, Los Angeles)
Creating, evaluating, and sharing synthetic data for multinational HIV cohorts
2:35 PM - 3:05 PM
Bryan Shepherd (Vanderbilt University, School of Medicine)
An "i-Mobility" framework for studying social mobility: individualized inference via generative analysis of discrete data
3:05 PM - 3:35 PM
Dungang Liu (University of Cincinnati)
Co-authors: Jiawei Huang (Carl H. Lindner College of Business, University of Cincinnati), Yuan Jiang (Oregon State University), Yu Xie (Princeton University)
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