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A supplement to precise asymptotics in the law of the iterated logarithm for self-normalized sums

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초록

Let X,X1,X2, . . . be i.i.d. random variables with zero means, variance one, and set [수식] Gut and Spataru [3] established the precise asymptotics in the law of the iterated logarithm and Li, Nguyen and Rosalsky [7] generalized their result under minimal conditions. If [수식] is replaced by [수식] in their results, the new one is called the moment version of precise asymptotics in the law of the iterated logarithm. We establish such a result for self-normalized sums, when X belongs to the domain of attraction of the normal law.

Abstract

Let X,X1,X2, . . . be i.i.d. random variables with zero means, variance one, and set [수식] Gut and Spataru [3] established the precise asymptotics in the law of the iterated logarithm and Li, Nguyen and Rosalsky [7] generalized their result under minimal conditions. If [수식] is replaced by [수식] in their results, the new one is called the moment version of precise asymptotics in the law of the iterated logarithm. We establish such a result for self-normalized sums, when X belongs to the domain of attraction of the normal law.

참고문헌 (10)

  1. N. H. Bingham, "Encyclopedia of Mathematics and its Applications, Vol. 27" (1987), Cambridge University Press
  2. Y. S. Chow, "On the rate of moment convergence of sample sums and extremes", BULLETIN of the Institute of Mathematics. Academia Sinica (N.S.), 16(3), pp.177~201 (1988)
  3. A. Gut, "Precise asymptotics in the law of the iterated logarithm", Annals of Probability, 28(4), pp.1870~1883 (2000)
  4. C. C. Heyde, "A supplement to the strong law of large numbers", Journal of Applied Probability, 12(1), pp.173~175 (1975)
  5. P. L. Hsu, "Complete convergence and the law of large numbers", Proceedings of the National Academy of Sciences (USA), 통권 : 33, pp.25~31 (1947)
  6. M. L. Katz, "The probability in the tail of a distribution", The Annals of Mathematical Statistics, 34(1), pp.312~318 (1963)
  7. D. Li, "A supplement to precise asymptotics in the law of the iterated logarithm", Journal of Mathematical Analysis and Applications, 302(1), pp.84~96 (2005)
  8. Tian-Xiao Pang, "Precise rates in the law of the logarithm for the moment convergence of i.i.d. random variables", 대한수학회지, 45(4), pp.993~1005 (2008), 대한수학회
  9. A. Sp˘ataru, "Precise asymptotics in Spitzer’s law of large numbers", Journal of Theoretical Probability, 12(3), pp.811~819 (1999)
  10. Q. Wang, "An exponential nonuniform Berry-Esseen bound for selfnormalized sums", Annals of Probability, 27(4), pp.2068~2088 (1999)

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