Abstract
Several classes of distributions of power series type with finite and infinite radii of convergence are considered. For such distributions local limit theorems are obtained as the parameter of distribution tends to the right end of the interval of convergence. For the case when the convergence radius equals to 1, we prove an integral limit theorem on the convergence of distributions of random variables (1 − x)ξxas x → 1− to the gamma-distribution (ξx is a random variable with corresponding distribution of the power series type). The proofs are based on the steepest descent method.
Originally published in Diskretnaya Matematika (2018) 30, №4, 134–145 (in Russian).
References
[1] Noack A., “A class of random variables with discrete distributions”, Ann. Math. Statist., 21:1 (1950), 127–132.10.1214/aoms/1177729894Search in Google Scholar
[2] Johnson N.L., Kotz S., Kemp A.W., Univariate discrete distributions, Second Edition, John Wiley & Sons, 1992, 565 pp.Search in Google Scholar
[3] Timashev A. N., Distributions of the power series type and generalized allocation scheme, M.: ID «Akademiya», 2016 (in Russian), 168 pp.Search in Google Scholar
[4] Timashev A. N., “Limit theorems for power-series distributions with finite radius of convergence”, Theory Probab. Appl., 63:1 (2018), 45–56.10.1137/S0040585X97T988903Search in Google Scholar
[5] Timashev A. N., Additive problems with restrictions on the values of summands, M.: ID «Akademiya», 2015 (in Russian), 184 pp.Search in Google Scholar
[6] Evgrafov M.A., Asymptotic Estimates & Entire Functions, Gordon & Breach Science Pub, 1962, 192 pp.Search in Google Scholar
[7] Bateman H., Erdélyi A., Higher transcendental functions, McGraw-Hill, 1953.Search in Google Scholar
[8] Timashev A. N., Asymptotic expansions in probabilistic combinatorics, M.: TVP, 2011 (in Russian), 312 pp.Search in Google Scholar
[9] Feller W., An Introduction to Probability Theory and Its Applications. V. 2, John Wiley & Sons, 1966, 626 pp.Search in Google Scholar
[10] Chandrasekharan K., Arithmetical functions, Springer-Verlag, 1970.10.1007/978-3-642-50026-8Search in Google Scholar
[11] Kolchin V. F., Random Graphs, Cambridge Univ. Press, 1998, 268 pp.10.1017/CBO9780511721342Search in Google Scholar
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Articles in the same Issue
- Frontmatter
- Completeness criterion for the enumeration closure operator in three-valued logic
- Classification of distance-transitive orbital graphs of overgroups of the Jevons group
- Necessary conditions of applicability of Gaussian elimination to systems of equations over quasigroups
- The generalized complexity of linear Boolean functions
- On some implicitly precomplete classes of monotone functions in Pk
- Trees without twin-leaves with smallest number of maximal independent sets
- Limit theorems for some classes of power series type distributions
Articles in the same Issue
- Frontmatter
- Completeness criterion for the enumeration closure operator in three-valued logic
- Classification of distance-transitive orbital graphs of overgroups of the Jevons group
- Necessary conditions of applicability of Gaussian elimination to systems of equations over quasigroups
- The generalized complexity of linear Boolean functions
- On some implicitly precomplete classes of monotone functions in Pk
- Trees without twin-leaves with smallest number of maximal independent sets
- Limit theorems for some classes of power series type distributions