2 papers
stat.ME2026
Transportable inference using target population summary statistics under covariate shift
Ying Sheng, Yifei Sun, Chiung-Yu Huang
Transporting findings from a study population to a target population is central to evidence-based decision-making in real-world settings. Most existing methods require individual-l…
stat.ME2026
Integration of Individual Participant and Aggregate Data Under Dataset Shift: Summary Statistic Comparison and Scalable Computation
Ming-Yueh Huang, Jing Qin, Chiung-Yu Huang
Integrated IPD-AD analysis, which combines individual participant data (IPD) with aggregate data (AD), is increasingly recognized as an effective strategy for generating more relia…