2 papers
stat.ME2026
PPI is the Difference Estimator: Recognizing the Survey Sampling Roots of Prediction-Powered Inference
Reagan Mozer
Prediction-powered inference (PPI) is a rapidly growing framework for combining machine learning predictions with a small set of gold-standard labels to conduct valid statistical i…
stat.ME2026
Stratified Sampling for Model-Assisted Estimation with Surrogate Outcomes
Reagan Mozer, Nicole E. Pashley, Luke Miratrix
In many randomized trials, outcomes such as essays or open-ended responses must be manually scored as a preliminary step to impact analysis, a process that is costly and limiting.…