Safe and Sharp Honest Inference for Nonparametric Estimation via Empirical Bernstein Calibration

Zihao Yuan, Sven Klaassen, Holger Dette

Constructing honest confidence intervals often depends on reliable bias control and accurate calibration based on asymptotic normality, including standard-normal and folded-normal…