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Empirical processes of multidimensional systems with multiple mixing properties
Authors:Herold Dehling
Institution:
  • a Fakultät für Mathematik, Ruhr-Universität Bochum, Universitätsstraße 150, 44780 Bochum, Germany
  • b Laboratoire de Mathématiques et Physique Théorique, UMR 6083 CNRS, Université François Rabelais de Tours, Parc de Grandmont, 37200 Tours, France
  • Abstract:We establish a multivariate empirical process central limit theorem for stationary Rd-valued stochastic processes (Xi)i≥1 under very weak conditions concerning the dependence structure of the process. As an application, we can prove the empirical process CLT for ergodic torus automorphisms. Our results also apply to Markov chains and dynamical systems having a spectral gap on some Banach space of functions. Our proof uses a multivariate extension of the techniques introduced by Dehling et al. (2009) 9] in the univariate case. As an important technical ingredient, we prove a 2pth moment bound for partial sums in multiple mixing systems.
    Keywords:60F17  60G10  62G30
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