Author

David Broska

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Preprint Oct 2026

Cluster-Robust Prediction-Powered Inference

Cluster-Robust PPI++ is introduced, which provides standard errors in closed form and asymptotically valid confidence intervals under arbitrary dependence within independent clusters, requiring no bootstrap or resampling and a cluster-aware power tuning rule that minimizes asymptotic variance.

David Broska, M. Howes · 0 citations

Review Open access Aug 2026

Americans favor predistributive over redistributive economic policies

Redistributive policies designed to reduce economic inequality through taxes and transfers (e.g., safety-net benefits funded by progressive taxation) receive less support in the United States than in many Western democracies. Recent work suggests Americans may be more receptive to “predistributive” policies, which seek...

David Broska, Jonne Kamphorst, Robb Willer · Proceedings of the National... · 0 citations