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GENERAL LAWS OF PRECISE ASYMPTOTICS FOR SUMS OF RANDOM VARIABLES

  • Received : 2011.05.16
  • Published : 2012.07.01

Abstract

In this paper, we obtain two general laws of precise asymptotics for sums of i.i.d random variables, which contain general weighted functions and boundary functions and also clearly show the relationship between the weighted functions and the boundary functions. As corollaries, we obtain Theorem 2 of Gut and Spataru [A. Gut and A. Sp$\check{a}$taru, Precise asymptotics in the law of the iterated logarithm, Ann. Probab. 28 (2000), no. 4, 1870-1883] and Theorem 3 of Gut and Sp$\check{a}$taru [A. Gut and A. Sp$\check{a}$taru, Precise asymptotics in the Baum-Katz and Davids laws of large numbers, J. Math. Anal. Appl. 248 (2000), 233-246].

Keywords

Acknowledgement

Supported by : National Natural Science Foundation of China

References

  1. L. E. Baum and M. Katz, Convergence rates in the law of large numbers, Trans. Amer. Math. Soc. 120 (1965), 108-123. https://doi.org/10.1090/S0002-9947-1965-0198524-1
  2. P. Billingsley, Convergence of Probability Measures, Wiley, NewYork, 1968.
  3. F. Y. Cheng and Y. B. Wang, Precise asymptotics of partial sums for iid and NA sequences, Acta Math. Sinica (Chin. Ser.) 47 (2004), no. 5, 965-972.
  4. P. Erdos, On a theorem of Hsu and Robbins, Ann. Math. Statist. 20 (1949), 286-291. https://doi.org/10.1214/aoms/1177730037
  5. P. Erdos, Remark on my paper "On a theorem of Hsu and Robbins", Ann. Math. Statistic 21 (1950), 138-142. https://doi.org/10.1214/aoms/1177729897
  6. D. H. Fuk and S. V. Nagaev, Probability inequalities for sums of independent random variables, Theory Probab. Appl. 16 (1971), 643-660. https://doi.org/10.1137/1116071
  7. A. Gut and A. Spataru, Precise asymptotics in the law of the iterated logarithm, Ann. Probab. 28 (2000), no. 4, 1870-1883. https://doi.org/10.1214/aop/1019160511
  8. A. Gut and A. Spataru, Precise asymptotics in the Baum-Katz and Davis laws of large numbers, J. Math. Anal. Appl. 248 (2000), no. 1, 233-246. https://doi.org/10.1006/jmaa.2000.6892
  9. C. C. Heyde, A supplement to the strong law of large numbers, J. Appl. Probab. 12 (1975), 173-175. https://doi.org/10.2307/3212424
  10. P. L. Hsu and H. Robbins, Complete convergence and the law of large numbers, Proc. Nat. Acad. Sci. U.S.A. 33 (1947), 25-31. https://doi.org/10.1073/pnas.33.2.25
  11. W. D. Liu and Z. Y. Lin, Precise asymptotics for a new kind of complete moment convergence, Statist. Probab. Lett. 76 (2006), no. 16, 1787-1799. https://doi.org/10.1016/j.spl.2006.04.027
  12. T. X. Pang and Z. Y. Lin, Precise rates in the law of logarithm for i.i.d. random variables, Comput. Math. Appl. 49 (2005), no. 7-8, 997-1010. https://doi.org/10.1016/j.camwa.2004.12.004
  13. Q. M. Shao, A comparison theorem on maximum inequalities between negatively associated and independent random variables, J. Theoret. Probab. 13 (2000), 343-356. https://doi.org/10.1023/A:1007849609234
  14. A. Spataru, Precise asymptotics in Spitzer's law of large numbers, J. Theoret. Probab. 12 (1999), no. 3, 811-819. https://doi.org/10.1023/A:1021636117551
  15. W. F. Stout, Almost Sure Convergence, Academic Press, NewYork, 1974.
  16. Y. B.Wang, On asymptotic for class of small parameters sequences of B-value dependent random variables, Acta Math, Appl. Sinica 18 (1995), no. 3, 344-352 (in Chinese).
  17. Y. Zhang, X. Y. Yang, and Z. S. Dong, A General law of precise asymptotics for the complete moment convergence, Chin. Ann. Math. Ser. B 30 (2009), no. 1, 77-90. https://doi.org/10.1007/s11401-007-0309-6

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