Kokoszka, Piotr; Wolf, Michael - Department of Economics and Business, Universitat … - 2002
We establish the validity of subsampling confidence intervals for the mean of a dependent series with heavy-tailed marginal distributions. Using point process theory, we study both linear and nonlinear GARCH-like time series models. We propose a data-dependent method for the optimal block size...