Deformation of power law in the double Pareto distribution using uniformly distributed observation time
Statistical Mechanics
2024-04-30 v2 Probability
Abstract
The double Pareto distribution is a heavy-tailed distribution with a power-law tail, that is generated via geometric Brownian motion with an exponentially distributed observation time. In this study, we examine a modified model wherein the exponential distribution of the observation time is replaced with a continuous uniform distribution. The probability density, complementary cumulative distribution, and moments of this model are exactly calculated. Furthermore, the validity of the analytical calculations is discussed in comparison with numerical simulations of stochastic processes.
Keywords
Cite
@article{arxiv.2403.12091,
title = {Deformation of power law in the double Pareto distribution using uniformly distributed observation time},
author = {Ken Yamamoto and Takashi Bando and Hirokazu Yanagawa and Yoshihiro Yamazaki},
journal= {arXiv preprint arXiv:2403.12091},
year = {2024}
}
Comments
13 pages, 7 figures