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Some limit theorems for negatively associated random variables

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Abstract

Let {X n , n ≥ 1} be a sequence of negatively associated random variables. The aim of this paper is to establish some limit theorems of negatively associated sequence, which include the L p-convergence theorem and Marcinkiewicz–Zygmund strong law of large numbers. Furthermore, we consider the strong law of sums of order statistics, which are sampled from negatively associated random variables.

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References

  1. Alam K, Saxena K M L, Positive dependence in multivariate distributions, Comm. Statist. A-Theory Methods 10(12) (1981) 1183–1196

  2. Block H W, Savits T H and Shaked M, Some concepts of negative dependence, Ann. Probab. 10(3) (1982) 765–772

  3. Jing B Y and Liang H Y, Strong limit theorems for weighted sums of negatively associated random variables, J. Theoret. Probab. 21(4) (2008) 890–909

  4. Joag-Dev K and Proschan F, Negative association of random variables, with applications, Ann. Statist. 11(1) (1983) 286-295

  5. Matuła P, A note on the almost sure convergence of sums of negatively dependent random variables, Statist. Probab. Lett. 15(3) (1992) 209–213

  6. Newman C M, Asymptotic independence and limit theorems for positively and negatively dependent random variables. Inequalities in statistics and probability (Lincoln, Neb., 1982), IMS Lecture Notes Monogr. Ser., 5, Inst. Math. Statist. (1984) (Hayward, CA) pp. 127–140

  7. Roussas G G, Exponential probability inequalities with some applications. Statistics, probability and game theory, IMS Lecture Notes Monogr. Ser. 30, Inst. Math. Statist. (1996) (Hayward, CA) pp. 303–319

  8. Shao Q M, A comparison theorem on moment inequalities between negatively associated and independent random variables, J. Theoret. Probab. 13(2) (2000) 343–356

  9. Shao Q M and Su C, The law of the iterated logarithm for negatively associated random variables, Stochastic Process. Appl. 83(1) (1999) 139–148

  10. Su C, Zhao L C and Wang Y B, Moment inequalities and weak convergence for negatively associated sequences, Sci. China Ser. A 40(2) (1997) 172–182

  11. Taylor R L, Patterson R F and Bozorgnia A, A strong law of large numbers for arrays of rowwise negatively dependent random variables, Stochastic Anal. Appl. 20(3) (2002) 643–656

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Acknowledgements

The authors are very grateful to the referee for his/her valuable suggestions which improved the presentation of this work. This work is supported by NSFC (11001077), NCET (NCET-11-0945), HASTIT (2011HASTIT011), the Henan Province Foundation and Frontier Technology Research Plan (112300410205), and the Plan for Scientific Innovation Talent of Henan Province (124100510014).

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Correspondence to Yu Miao.

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Miao, Y., Xu, W., Chen, S. et al. Some limit theorems for negatively associated random variables. Proc Math Sci 124, 447–456 (2014). https://doi.org/10.1007/s12044-014-0185-4

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  • DOI: https://doi.org/10.1007/s12044-014-0185-4

Keywords

2000 Mathematics Subject Classification.

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