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A criterion of convergence of nonrandomly centered random sums of independent identically distributed random variables

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Abstract

Necessary and sufficient conditions are presented for the weak convergence of random sums of independent identically distributed random variables in the double array scheme. As corollaries, two criteria of the normal convergence of random sums are given.

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References

  1. H. Robbins, “The asymptotic distribution of the sum of a random number of random variables,”Bull. Amer. Math. Soc.,54, No. 12, 1151–1161 (1948).

    MATH  MathSciNet  Google Scholar 

  2. B. V. Gnedenko and H. Fahim, “On a transfer theorem,”Sov. Mat. Dokl.,187, No. 1, 15–17 (1969).

    MathSciNet  Google Scholar 

  3. D. Szász and B. Freyer, “One problem of summation with a random index,”Lit. Mat. Sbornik,11, No. 1, 181–187 (1971).

    Google Scholar 

  4. D. Szász, “On classes of limit distributions for sums of a random number of identically distributed random variables,”Teor. Veroyatn. Primen.,17, No. 3, 424–439 (1972).

    MATH  Google Scholar 

  5. D. Szász, “Limit theorems for the distributions of the sums of a random number of random variables,”Ann. Math. Statist.,43, No. 6, 1902–1913 (1972).

    MATH  MathSciNet  Google Scholar 

  6. V. M. Kruglov and V. Yu. Korolev,Limit Theorems for Random Sums [in Russian], Moscow Univ. Press, Moscow (1990).

    Google Scholar 

  7. M. Finkelstein, H. Tucker, and J. A. Veeh, “Convergence of random sums with nonrandom centering,”Teor. Veroyatn. Primen.,36, No. 2, 397–402 (1991).

    MathSciNet  Google Scholar 

  8. V. Yu. Korolev and V. M. Kruglov, “Limit theorems for random sums of independent random variables,”Lect. Notes Math.,1546, 100–120 (1993).

    MathSciNet  Google Scholar 

  9. V. Yu. Korolev, “Convergence of random sequences with independent random indices. I,”Teor. Veroyatn. Primen.,39, No. 2, 313–333 (1994).

    MATH  MathSciNet  Google Scholar 

  10. M. Finkelstein and H. Tucker, “Necessary and sufficient condition for convergence in law of random sums of random variables under nonrandom centering,”Proc. Amer. Math. Soc.,107, No. 4, 1061–1070 (1989).

    MathSciNet  Google Scholar 

  11. M. Finkelstein, V. M. Kruglov, and H. Tucker, “Convergence in law of random sums with nonrandom centering,”J. Theor. Probab.,7, No. 3, 565–598 (1994).

    MathSciNet  Google Scholar 

  12. V. Yu. Korolev and V. M. Kruglov, “Limit behavior of sums of a random number of random variables,”Teor. Veroyatn. Primen.,36, No. 4, 792–794 (1991).

    Google Scholar 

  13. V. Yu. Korolev, “Limit behavior of centered random sums of independent identically distributed random variables,”J. Math. Sci.,76, No. 1, 2163–2168 (1995).

    MathSciNet  Google Scholar 

  14. M. Finkelstein, H. Tucker, and J. A. Veeh, “Convergence of nonrandomly centered random sums,”Adv. Appl. Math. (1995).

  15. V. Yu. Korolev,Limit Distributions for Random Sequences with Random Indices and Their Applications, Doct. Sci. Thesis, Moscow Univ. Press, Moscow (1994).

    Google Scholar 

  16. V. M. Kruglov, “Weak compactness of random sums,”Teor. Veroyatn. Primen. (to appear).

  17. B. V. Gnedenko and V. Yu. Korolev,Random Summation: Limit Theorems and Applications, CRC Press, Boca Raton, Florida (1996).

    Google Scholar 

  18. V. M. Kruglov and A. N. Titov, “Mixtures of probability distributions,”Lect. Notes Math.,1233, 41–56 (1986).

    MathSciNet  Google Scholar 

  19. B. V. Gnedenko and A. N. Kolmogorov,Limit Distributions for Sums of Independent Random Variables, Addison-Wesley, Reading, MA (1954).

    Google Scholar 

  20. M. Loéve,Probability Theory, 3rd ed., Van Nostrand, Princeton, NJ (1963).

    Google Scholar 

  21. V. M. Kruglov, “A characterization of a class of infinitely divisible distributions in a Hilbert space,”Math. Notes,16, No. 5, 777–782 (1974).

    MATH  MathSciNet  Google Scholar 

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Supported by the Russian Foundation for Fundamental Research (grant No. 96-011-01919).

Proceedings of the Seminar on Stability Problems for Stochastic Models, Moscow, Russia, 1996, Part I.

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Korolev, V.Y., Kruglov, V.M. A criterion of convergence of nonrandomly centered random sums of independent identically distributed random variables. J Math Sci 89, 1495–1506 (1998). https://doi.org/10.1007/BF02362284

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