3 papers
stat.ME2026
Divide-and-shrink: An efficient and heterogeneity-agnostic approach for transfer estimation using summary statistics
Ruoyu Wang, Xihong Lin
Knowledge transfer across data sources holds great promise for improving the estimation of target population parameters by leveraging the growing availability of data from differen…
stat.ML2026
Harnessing Synthetic Data from Generative AI for Statistical Inference
Ahmad Abdel-Azim, Ruoyu Wang, Xihong Lin
The emergence of generative AI models has dramatically expanded the availability and use of synthetic data across scientific, industrial, and policy domains. While these developmen…
stat.ML2026
"Rebuilding" Statistics in the Age of AI: A Town Hall Discussion on Culture, Infrastructure, and Training
David L. Donoho, Jian Kang, Xihong Lin +7
This article presents the full, original record of the 2024 Joint Statistical Meetings (JSM) town hall, "Statistics in the Age of AI," which convened leading statisticians to discu…