A Berry-Esseen bound of order 1/n 1/\sqrt{n} for martingales

preprint2020arXivOpen access

Abstract

Renz (Ann. Probab. 1996) has established a rate of convergence 1/n1/\sqrt{n} in the central limit theorem for martingales with some restrictive conditions. In the present paper a modification of the methods, developed by Bolthausen (Ann. Probab. 1982) and Grama and Haeusler (Stochastic Process. Appl. 2000), is applied for obtaining the same convergence rate for a class of more general martingales. An application to linear processes is discussed.

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