Abstract
We consider sums of independent random variables within the scheme of series. We focus on the case where every summand has a zero mean and finite variance and sums have unit variances. We obtain a criterion of stochastic compactness (defined by W. Feller) for sequences of distributions of such sums. The condition of uniform asymptotic negligibility of summands is not supposed.
Similar content being viewed by others
References
P. Billingsley, Convergence of Probability Measures, Wiley, New York, 1999.
L. de Haan and S.I. Resnik, Stochastic compactness and point processes, J. Aust. Math. Soc., Ser. A, 37(3):307–316, 1984.
W. Feller, On regular variation and local limit theorems, in L.M. Le Cam and J. Neyman (Eds.), Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Vol. 2: Contributions to Probability Theory, Part 1, Univ. California Press, Berkeley, CA, 1967, pp. 373–388.
B.V. Gnedenko and A.N. Kolmogorov, Limit Distributions for Sums of Independent Random Variables, Addison-Wesley, Reading, MA, 1968.
P.S. Griffin, N.C. Jain, and W.E. Pruitt, Approximate local limit theorems for laws outside domains of attraction, Ann. Probab., 12(1):45–63, 1984.
P. Hall, Order of magnitude of the concentration function, Proc. Am. Math. Soc., 89(1):141–144, 1983.
N. C. Jain and S. Orey, Domain of partial attraction and tightness conditions, Ann. Probab., 8(3):584–599, 1980.
A.A. Khartov, Asymptotic analysis of average case approximation complexity of Hilbert space valued random elements, J. Complexity, 31(6):835–866, 2015.
A.A. Khartov, Criterions of relative and stochastic compactness for distributions of sums of independent random variables, Theory Probab. Appl., to appear.
M.A. Lifshits and E.V. Tulyakova, Curse of dimensionality in approximation of random fields, Probab. Math. Stat., 26(1):97–112, 2006.
R. Maller and D.M. Mason, Stochastic compactness of Lévy processes, in C. Houdré, V. Koltchinskii, D.M. Mason, and M. Peligrad (Eds.), High Dimensional Probability V: The Luminy Volume, IMS Collections, Vol. 5, IMS, Beachwood, OH, 2009, pp. 239–257.
R.A. Maller, Relative stability, characteristic functions and stochastic compactness, J. Aust. Math. Soc., Ser. A, 28(4):499–509, 1979.
R.A. Maller, Some properties of stochastic compactness, J. Aust. Math. Soc., Ser. A, 30(3):264–277, 1981.
V.V. Petrov, Limit Theorems of Probability Theory: Sequences of Independent Random Variables, Oxford Stud. Probab., Vol. 4, Clarendon Press, Oxford, 1995.
W.E. Pruitt, The class of limit laws for stochastically compact normed sums, Ann. Probab., 11(4):962–969, 1983.
G. Siegel, Zero-one laws and weak convergence of sums of independent random variables, Math. Nachr., 86(1):333–346, 1978.
G. Siegel, Compactness of a sequence of sums of independent variables with values in a Hilbert space, Lith. Math. J., 21(4):331–341, 1981.
Author information
Authors and Affiliations
Corresponding author
Additional information
∗ The work was supported by the RFBR grant 16-01-00258 and partially supported by the Government of the Russian Federation (grant 074-U01), by Ministry of Science and Education of the Russian Federation (GOSZADANIE 2014/190, Project Nos. 14.Z50.31.0031 and 1.754.2014/K), and by grant MK-5001.2015.1 of the President of the Russian Federation.
Rights and permissions
About this article
Cite this article
Khartov, A. Stochastic compactness of distributions of sums of independent random variables with finite variances∗ . Lith Math J 57, 196–203 (2017). https://doi.org/10.1007/s10986-017-9353-4
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10986-017-9353-4