On the rate of convergence in the central limit theorem for arrays of random vectors

Let {Xn,i;1≤i≤kn,n≥1} be an array of martingale difference random vectors and {kn;n≥1} a sequence of positive integers such that kn→∞ as n→∞. The aim of this paper is to establish the rate of convergence for the central limit theorem for the sum Sn=Xn,1+Xn,1+...+Xn,kn. We also show that for stationa...

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Veröffentlicht in:Statistics & probability letters 2020-03, Vol.158, p.108671, Article 108671
Hauptverfasser: Dung, Le Van, Son, Ta Cong
Format: Artikel
Sprache:eng
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Zusammenfassung:Let {Xn,i;1≤i≤kn,n≥1} be an array of martingale difference random vectors and {kn;n≥1} a sequence of positive integers such that kn→∞ as n→∞. The aim of this paper is to establish the rate of convergence for the central limit theorem for the sum Sn=Xn,1+Xn,1+...+Xn,kn. We also show that for stationary sequences of martingale difference random vectors, under condition E(‖X1‖2+2δ)1.
ISSN:0167-7152
1879-2103
DOI:10.1016/j.spl.2019.108671