Convolved subsampling estimation with applications to block bootstrap

Johannes Tewes, Daniel J. Nordman, Dimitris N. Politis

The block bootstrap approximates sampling distributions from dependent data by resampling data blocks. A fundamental problem is establishing its consistency for the distribution of…