The Affine Wealth Model: An agent-based model of asset exchange that allows for negative-wealth agents and its empirical validation

Authored by Jie Li, Bruce M Boghosian, Chengli Li

Date Published: 2019

DOI: 10.1016/j.physa.2018.10.042

Sponsors: No sponsors listed

Platforms: No platforms listed

Model Documentation: Mathematical description Other Narrative

Model Code URLs: Model code not found

Abstract

We present a stochastic, agent-based, binary-transaction Asset-Exchange Model (AEM) for wealth distribution that allows for agents with negative wealth. This model retains certain features of prior AEMs such as redistribution and wealth-attained advantage, but it also allows for shifts as well as scalings of the agent density function. We derive the Fokker Planck equation describing its time evolution and we describe its numerical solution, including a methodology for solving the inverse problem of finding the model parameters that best match empirical data. Using this methodology, we compare the steady-state solutions of the Fokker-Planck equation with data from, inter alia, the United States Survey of Consumer Finances over a time period of 27 years. In doing so, we demonstrate agreement with empirical data with an average error less than 0.16\% over this time period. We present the model parameters for the US wealth distribution data as a function of time under the assumption that the distribution responds to their variation adiabatically. We argue that the time series of model parameters thus obtained provides a valuable new diagnostic tool for analyzing wealth inequality. (C) 2018 Elsevier B.V. All rights reserved.
Tags
money Distributions Statistical-mechanics Duality Wealth-attained advantage Wealth condensation Phase coexistence Phase transitions Gini coefficient Wealth inequality Lorenz curve Asset exchange model Yard-sale model Extended yard-sale model Affine wealth model