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Theory of Probability and Mathematical Statistics



Study of the limiting behavior of delayed random sums under non-identical distributions setup and a chover type LIL

M. Sreehari, P. Chen

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Abstract: We consider delayed sums of the type Sn+an − Sn where an is possibly a positive integer valued random variable satisfying certain conditions and S n is the sum of independent random variables Xn with distribution functions Fn∈{G1, G2}. We study the limiting behavior of the delayed sums and prove laws of the iterated logarithm of Chover type. These results extend the results in Vasudeva and Divanji (1992) and Chen (2008).

Keywords: Stable distribution, domain of normal attraction, Chover type law of the iterated logarithm, delayed random sum.

Bibliography:
1. P. Chen, Limiting behavior of weighted sums with stable distributions, Stat. Probab. Lett., 60 (2002), 367–375.
2. P. Chen, Limiting behavior of delayed sums under a non-identically distribution setup, Ann. Braz. Acad. Sci., 80 (2008), 617–625.
3. J. Chover, A law of the iterated logarithm for stable summands, Proc. Amer. Math. Soc., 17 (1966), 441–443.
4. Y. S. Chow, T. L. Lai, Limiting behavior of weighted sums of independent random variables, Ann. Probab., 1 (1973), 810–824.
5. G. Divanji, A law of iterated logarithm for delayed random sums, Research and Reviews: J. Statist., 6 (2017), 24–32.
6. G. Divanji, K. N. Raviprakash, A log log law for subsequences of delayed random sums, J. Ind. Soc. Probab. Statist., 18 (2017), 159–175.
7. W. Feller, An introduction to probability theory and its applications, vol. II, Wiley, New York, 1971.
8. A. Gut, Stopped Random walks: Limit theorems and applications Springer, New York, 2009.
9. C. C. Heyde, A note concerning the behaviour of iterated logarithm type, Proc. Amer. Math. Soc., 23 (1969), 85–90.
10. T.-C. Hu, M. O. Cabrera, A. Volodin, Almost sure lim sup behavior of dependent bootstrap means, Stoc. Anal. Appl., 24 (2006), 934–952.
11. T. L. Lai, Limit theorems for delayed sums, Ann. Probab., 2 (1974), 432–440.
12. D. Li, P. Chen, A characterization of Chover-type law of iterated logarithm, SpringerPlus, 3:386 (2014).
13. M. Sreehari, On a class of limit distributions for normalized sums of independent random variables, Theory Probab. Appl., 15 (1970), 258–281.
14. W. F. Stout, Almost sure convergence, Academic Press, New York, 1974.
15. R. Vasudeva, G. Divanji, LIL for delayed sums under non-identically distribution setup, Theory Probab. Appl., 37 (1993), 534–542.
16. N. M. Zinchenko, A modified law of iterated logarithm for stable random variables, Theory of Probab. Math. Statist., 49 (1994), 69–76.