2 papers
math.ST2026
Multiple-Prediction-Powered Inference
Charlie Cowen-Breen, Alekh Agarwal, Stephen Bates +4
Statistical estimation often involves tradeoffs between expensive, high-quality measurements and a variety of lower-quality proxies. We introduce Multiple-Prediction-Powered Infere…
stat.ME2023
Uncertainty Intervals for Prediction Errors in Time Series Forecasting
Hui Xu, Song Mei, Stephen Bates +2
Inference for prediction errors is critical in time series forecasting pipelines. However, providing statistically meaningful uncertainty intervals for prediction errors remains re…