2 papers
stat.ME2025
Joint Coverage Regions: Simultaneous Confidence and Prediction Sets
Edgar Dobriban, Zhanran Lin
We introduce Joint Coverage Regions (JCRs), which unify confidence intervals and prediction regions in frequentist statistics. Specifically, joint coverage regions aim to cover a p…
stat.ME2025
Fast Rerandomization via the BRAIN
Jiuyao Lu, Daogao Liu, Zhanran Lin +1
Randomized experiments are a crucial tool for causal inference in many different fields. Rerandomization addresses any covariate imbalance in such experiments by resampling treatme…