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Moment Inequalities for Sums of Dependent Random Variables under Projective Conditions
Authors:Emmanuel Rio
Affiliation:(1) UMR 8100 CNRS—Laboratoire de mathématiques de Versailles, Bat. Fermat, 45 Avenue des Etats Unis, 78035 Versailles Cedex, France
Abstract:We obtain precise constants in the Marcinkiewicz-Zygmund inequality for martingales in $mathbb{L}^{p}$ for p>2 and a new Rosenthal type inequality for stationary martingale differences for p in ]2,3]. The Rosenthal inequality is then extended to stationary and adapted sequences. As in Peligrad et al. (Proc. Am. Math. Soc. 135:541–550, [2007]), the bounds are expressed in terms of $mathbb{L}^{p}$ -norms of conditional expectations with respect to an increasing field of sigma algebras. Some applications to a particular Markov chain are given.
Keywords:Martingale  Moment inequality  Stationary sequences  Projective criteria  Rosenthal inequality
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