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stat.ME2026
Cluster-Robust Prediction-Powered Inference
David Broska, Michael Howes
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 (…
stat.ME2023
Markov Chain Monte Carlo Significance Tests
Michael Howes
Monte Carlo significance tests are a general tool that produce p-values by generating samples from the null distribution. However, Monte Carlo tests are limited to null hypothesis…