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Exact rates of convergence in some martingale central limit theorems
Authors:Xiequan Fan
Institution:1. Center for Applied Mathematics, Tianjin University, 300072 Tianjin, China;2. Regularity Team, Inria, France
Abstract:Renz 14], Ouchti 13], El Machkouri and Ouchti 3] and Mourrat 12] have established some tight bounds on the rate of convergence in the central limit theorem for martingales. In the present paper a modification of the methods, developed by Bolthausen 1] and Grama and Haeusler 7], is applied for obtaining exact rates of convergence in the central limit theorem for martingales with differences having conditional moments of order 2+ρ,ρ>0. Our results generalise and strengthen the bounds mentioned above.
Keywords:Martingales  Central limit theorem  Berry–Esseen bounds
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