Online Bootstrap Inference for the Trend of Nonstationary Time Series

Thomas Nagler, Tobias Brock, Nicolai Palm

This article proposes an online bootstrap scheme for nonparametric level estimation in nonstationary time series. Our approach applies to a broad class of level estimators expressi…