Abstract:
In the 1930s and 40s, one and the same delay differential equation appeared in papers by two mathematicians, Karl Dickman and Vasily Leonidovich Goncharov, who dealt with completely different problems. Dickman investigated the limit value of the number of natural numbers free of large prime factors, while Goncharov examined the asymptotics of the maximum cycle length in decompositions of random permutations. The equation obtained in these papers defines, under a certain initial condition, the density of a probability distribution now called the Dickman–Goncharov distribution (this term was first proposed by Vershik in 1986). Recently, a number of completely new applications of the Dickman–Goncharov distribution have appeared in mathematics (random walks on solvable groups, random graph theory, and so on) and also in biology (models of growth and evolution of unicellular populations), finance (theory of extreme phenomena in finance and insurance), physics (the model of random energy levels), and other fields. Despite the extensive scope of applications of this distribution and of more general but related models, all the mathematical aspects of this topic (for example, infinite divisibility and absolute continuity) are little known even to specialists in limit theorems. The present survey is intended to fill this gap. Both known and new results are given.
Bibliography: 62 titles.
Keywords:
Dickman–Goncharov distribution, Vershik chain, Erdős problem, random energy model, cell growth model, random walks on solvable groups.
The article was prepared within the framework of the HSE University Basic Research Programme.
The results in §§ 4–6 have been obtained under support of the RSF grant no. 17-11-01098.
This publication is cited in the following 8 articles:
Michael Grabchak, “On the Self-Similarity of Remainder Processes and the Relationship Between Stable and Dickman Distributions”, Mathematics, 13:6 (2025), 907
Michael Grabchak, Xingnan Zhang, “Representation and simulation of multivariate Dickman distributions and Vervaat perpetuities”, Stat Comput, 34:1 (2024)
Neha Gupta, Arun Kumar, Nikolai Leonenko, Jayme Vaz, “Generalized fractional derivatives generated by Dickman subordinator and related stochastic processes”, Fract Calc Appl Anal, 27:4 (2024), 1527
Bruno Ebner, Yvik Swan, Recent Advances in Econometrics and Statistics, 2024, 511
Ofir Gorodetsky, Jared Duker Lichtman, Mo Dick Wong, “On Erdős sums of almost primes”, Comptes Rendus. Mathématique, 362:G12 (2024), 1571
I. Weissman, “Some comments on “the density flatness phenomenon” by Alhakim and Molchanov and the Dickman distribution”, Statistics & Probability Letters, 194 (2023), 109741
M. Grabchak, S. A. Molchanov, V. Panov, “Around the infinite divisibility of the Dickman distribution and related topics”, Veroyatnost i statistika. 33, Zap. nauchn. sem. POMI, 515, POMI, SPb., 2022, 91–120
K. A. Tregubova, A. A. Khartov, “Summy nezavisimykh sluchainykh velichin i obobschennye zakony Dikmana”, Veroyatnost i statistika. 33, Zap. nauchn. sem. POMI, 515, POMI, SPb., 2022, 199–213