Can we have it all? Non-asymptotically valid and asymptotically exact confidence intervals for expectations and linear regressions

Alexis Derumigny, Lucas Girard, Yannick Guyonvarch

We contribute to bridging the gap between large- and finite-sample inference by studying confidence sets (CSs) that are both non-asymptotically valid and asymptotically exact unifo…