2 papers
stat.ME2026
Multi-Source Prediction-Powered Inference
Wenhui Li, Fen Jiang, Xinyu Zhang
Prediction-powered inference integrates a small gold-standard dataset with large pseudo-labeled data, whose labels are generated by machine learning methods, to enhance statistical…
stat.ME2026
Generalized optimal parameter-transfer learning through Mallows-type model averaging
Fen Jiang, Wenhui Li, Xinyu Zhang
In many economic applications, multiple source datasets are available, but their effective combination is challenging due to heterogeneity across datasets. To address this problem,…