Asymptotic theory for the likelihood-based block maxima method in time series

David L. Carl, Simone A. Padoan, Stefano Rizzelli

This paper develops a rigorous asymptotic framework for likelihood-based inference in the Block Maxima (BM) method for stationary time series. While Bayesian inference under the BM…