Abstract
We study the asymptotic behavior at zero of distributions and densities of a sum of several independent positive random variables under certain assumptions on the decay rate of their distributions at zero. We consider cases where the distributions (densities) of summable random variables are regularly or slowly varying at zero or can decrease at zero at an arbitrary rate.
Similar content being viewed by others
REFERENCES
L. Beghin, Ya. Yu. Nikitin, and E. Orsingher, “Exact small ball constants for some Gaussian processes under the L2-norm,” J. Math. Sci. 128, 2493–2502 (2005). https://doi.org/10.1007/s10958-005-0197-9
V. Fatalov, “Ergodic means for large values of T and exact asymptotics of small deviations for a multi-dimensional Wiener process,” Izv., Math. 77, 1224–1259 (2013). https://doi.org/10.1070/IM2013v077n06ABEH002675
Ya. Yu. Nikitin and R. S. Pusev, “Exact small deviation asymptotics for some Brownian functionals,” Theory Probab. Appl. 57, 60–81 (2013). https://doi.org/10.1137/S0040585X97985790
L. V. Rozovsky, “On small deviation probabilities of positive random variables,” J. Math. Sci. 137, 4561–4566 (2006). https://doi.org/10.1007/s10958-006-0251-2
L. V. Rozovsky, “Superlarge deviations of a sum of independent random variables having a common absolutely continuous distribution under the Cramer condition,” Theory Probab. Appl. 48, 108–130 (2004). https://doi.org/10.1137/S0040585X980233
R. S. Pusev, “Asymptotics of small deviations of the Bogoliubov processes with respect to a quadratic norm,” Theor. Math. Phys. 165, 1348–1357 (2010). https://doi.org/10.1007/s11232-010-0113-4
Ya. Yu. Nikitin and P. A. Kharinski, “Sharp small deviation asymptotics in L2-norm for a class of Gaussian processes,” J. Math. Sci. 133, 1328–1332 (2006). https://doi.org/10.1007/s10958-006-0042-9
L. V. Rozovsky, “Comparison theorems for small deviations of weighted series,” Probab. Math. Stat. 32, 117–130 (2012).
W. Feller, Introduction to the Probability Theory and Its Applications (Willey, New York, 1971; Mir, Moscow, 1984), Vol. 2.
ACKNOWLEDGMENTS
The author is grateful to the referees for their informal attitude to the paper.
Funding
This work was supported by the Russian Foundation for Basic Research (grant no. 19-01-00356).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated by I. Tselishcheva
About this article
Cite this article
Rozovsky, L.V. Small Deviation Probabilities for Sums of Independent Positive Random Variables. Vestnik St.Petersb. Univ.Math. 53, 295–307 (2020). https://doi.org/10.1134/S1063454120030103
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S1063454120030103