Studentized Cheap Bootstrap: Achieving Higher-Order Coverage Accuracy with Low Computation

Shengyi He, Henry Lam, Yunhao Yan

The bootstrap is a versatile method for quantifying statistical uncertainty. Among its variants, a popular approach, the studentized bootstrap, provably achieves higher-order cover…