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On the random functional central limit theorems with almost sure convergence

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Abstrakty
EN
In this paper we present functional random-sum central limit theorems with almost sure convergence for independent nonidentically distributed random variables. We consider the case where the summation random indices and partial sums are independent. In the past decade several authors have investigated the almost sure functional central limit theorems and related ‘logarithmic’ limit theorems for partial sums of independent random variables. We extend this theory to almost sure versions of the functional random-sum central limit theorems.
Rocznik
Strony
125--138
Opis fizyczny
Bibliogr. 24 poz.
Twórcy
autor
  • State School of Higher Education, Chełm, ul. Pocztowa 54, 22-100 Chełm, Poland
autor
  • Institute of Mathematics, Maria Curie-Skłodowska University, pl. Marii Curie-Skłodowskiej 1, 20-031 Lublin, Poland
Bibliografia
  • [1] M. Atlagh, Theoreme central limite presque sür et loi du logarithme iteré pour des sommes de variables aléatóires indépendantes, C. R. Acad. Sei. Paris, Sér. I, Probability Theory, 316 (1993), pp. 929-933.
  • [2] I. Вerkes, Results and problems related to the pointwise central limit theorem, in: Asymptotic Methods in Probability and Statistics. A Volume in Honour of Miklós Csörgö, В. Szyszkowicz (Ed.), Elsevier, Amsterdam 1998, pp. 59-96.
  • [3] I. Вerkes and E. Csáki, A universal result in almost sure central limit theory, Stochastic Process. Appl. 94 (2001), pp. 105-134.
  • [4] I. Berkes, E. Csáki and S. Сsörgo, Almost sure limit theorems for the St. Petersburg game, Statist. Probab. Lett 45 (1999), pp. 23-30.
  • [5] P. Billingsley, Convergence of Probability Measures, Wiley, New York 1968.
  • [6] G. A. Brosamier, An almost everywhere central limit theorem, Math. Proc. Cambridge Philos. Soc. 104 (1988), pp. 561-574.
  • [7] M. Csörgö and L. Horvath, Invariance principles for logarithmic averages, Math. Proc. Cambridge Philos. Soc. 112 (1992), pp. 195-205.
  • [8] R. M. Dudley, Real Analysis and Probability, Wadsworth, Belmont, CA, 1989.
  • [9] I. Fazekas and Z. Rychlik, Almost sure functional limit theorems, Ann. Univ. Mariae Curie-Skłodowska, Lublin-Polonia, Sectio A, Vol. LVI, 1 (2002), pp. 1-18.
  • [10] D, Freedman, Brownian Motion and Diffusion, Holden-Day, 1971.
  • [11] A. Gut, Stopped Random Walks: Limit Theorems and Applications, Springer, New York 1988.
  • [12] I. A. Ibragimov, On almost sure versions of limit theorems (in Russian), Dokl. Akad. Nauk 350 (1996), pp. 301-303.
  • [13] I. A. Ibragimov and M. A. Lifshits, On the convergence of generalized moments in almost sure central limit theorem, Statist Probab. Lett. 40 (1998), pp. 343-351.
  • [14] I. A. Ibragimov and M. A. Lifshits, On almost sure limit theorems, Theory Probab. Appl. 44 (1999), pp. 254-272.
  • [15] M. T. Lacey and W. Philipp, A note on the almost sure central limit theorem, Statist. Probab. Lett. 9 (1990), pp. 201-205.
  • [16] P. Major, Almost sure functional limit theorems. Part I. The general case, Studia Sci. Math. Hungar. 34 (1998), pp. 273-304.
  • [17] P. Major, Almost sure functional limit theorems. Part. II. The case of independent random variables, Studia Sci. Math. Hungar. 36 (2000), pp. 231-273.
  • [18] Yu. V. Prokhorov, Convergence of random processes and limit theorems in probability theory, Teor. Veroyatnost. i Primenen. 1 (1956), pp. 177-238; English translation in: Theory Probab. Appl. 1 (1956), pp. 157-214.
  • [19] B. Rodzik and Z. Rychlik, An almost sure central limit theorem for independent random variables, Ann. Inst. H. Poincare 30 (1994), pp. 1-11.
  • [20] Z. Rychlik and K. S. Szuster, Some remarks on the almost sure central limit theorem for independent random variables, Probab. Math. Statist. 23 (2003), pp. 241-249.
  • [21] Z. Rychlik and D. Szynal, A functional random-sum central limit theorem, Bull. Acad. Polon. Sci., Sér. Math. Astronom. Phys. 23 (1975), pp. 1013-1018.
  • [22] P. Schatte, On strong versions of the central limit theorem, Math. Nachr. 137 (1988), pp. 249-256.
  • [23] P. Schatte, On the central limit theorem with almost sure convergence, Probab. Math. Statist. 11 (1991), pp. 237-246.
  • [24] P. Schatte, Two remarks on the almost sure central limit theorem, Math. Nachr. 154 (1991), pp. 225-229.
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Bibliografia
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