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On the blockwise bootstrap for empirical processes for stationary sequences

On the blockwise bootstrap for empirical processes for stationary sequences

In this paper, we study the weak convergence to an appropriate Gaussian process of the empirical process of the block-based bootstrap estimator proposed by Künsch for stationary sequences. The classes of processes investigated are weak dependent and associated sequences. We also prove that, differently from the independent situation, the bootstrapped …