Author

M. Howes

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Preprint Oct 2026

Cluster-Robust Prediction-Powered Inference

Data collection is often costly or logistically demanding, limiting both the questions researchers can pursue and how precisely they can answer them. Prediction-powered inference (PPI) can reduce the amount of data needed for precise parameter estimation by combining labeled data with machine learning predictions. Howe...

David Broska, M. Howes · 0 citations