Breakdown of the mean-field approximation in a wealth distribution model
Statistical Finance
2009-02-03 v2 Statistical Mechanics
Dynamical Systems
Physics and Society
General Finance
Abstract
One of the key socioeconomic phenomena to explain is the distribution of wealth. Bouchaud and M\'ezard have proposed an interesting model of economy [Bouchaud and M\'ezard (2000)] based on trade and investments of agents. In the mean-field approximation, the model produces a stationary wealth distribution with a power-law tail. In this paper we examine characteristic time scales of the model and show that for any finite number of agents, the validity of the mean-field result is time-limited and the model in fact has no stationary wealth distribution. Further analysis suggests that for heterogeneous agents, the limitations are even stronger. We conclude with general implications of the presented results.
Keywords
Cite
@article{arxiv.0809.4139,
title = {Breakdown of the mean-field approximation in a wealth distribution model},
author = {Matus Medo},
journal= {arXiv preprint arXiv:0809.4139},
year = {2009}
}
Comments
11 pages, 3 figures