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Convergence Rates in the Strong Law of Large Numbers for Martingale Difference Sequences

Author

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  • Xuejun Wang
  • Shuhe Hu
  • Wenzhi Yang
  • Xinghui Wang

Abstract

We study the complete convergence and complete moment convergence for martingale difference sequence. Especially, we get the Baum-Katz-type Theorem and Hsu-Robbins-type Theorem for martingale difference sequence. As a result, the Marcinkiewicz-Zygmund strong law of large numbers for martingale difference sequence is obtained. Our results generalize the corresponding ones of Stoica (2007, 2011).

Suggested Citation

  • Xuejun Wang & Shuhe Hu & Wenzhi Yang & Xinghui Wang, 2012. "Convergence Rates in the Strong Law of Large Numbers for Martingale Difference Sequences," Abstract and Applied Analysis, Hindawi, vol. 2012, pages 1-13, July.
  • Handle: RePEc:hin:jnlaaa:572493
    DOI: 10.1155/2012/572493
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    Cited by:

    1. Aiting Shen, 2019. "Asymptotic properties of LS estimators in the errors-in-variables model with MD errors," Statistical Papers, Springer, vol. 60(4), pages 1193-1206, August.

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