2 papers
stat.ME2025
On self-training of summary data with genetic applications
Buxin Su, Jiaoyang Huang, Jin Jin +1
Prediction model training is often hindered by limited access to individual-level data due to privacy concerns and logistical challenges, particularly in biomedical research. Resam…
stat.ME2024
Uncertainty of high-dimensional genetic data prediction with polygenic risk scores
Haoxuan Fu, Jiaoyang Huang, Zirui Fan +1
In many predictive tasks, there are a large number of true predictors with weak signals, leading to substantial uncertainties in prediction outcomes. The polygenic risk score (PRS)…