Dynamics of Money and Income Distributions
arXiv:cond-mat/0407770 · doi:10.1016/j.physa.2005.04.010
Abstract
We study the model of interacting agents proposed by Chatterjee et al that allows agents to both save and exchange wealth. Closed equations for the wealth distribution are developed using a mean field approximation. We show that when all agents have the same fixed savings propensity, subject to certain well defined approximations defined in the text, these equations yield the conjecture proposed by Chatterjee for the form of the stationary agent wealth distribution. If the savings propensity for the equations is chosen according to some random distribution we show further that the wealth distribution for large values of wealth displays a Pareto like power law tail, ie P(w)\sim w^{1+a}. However the value of for the model is exactly 1. Exact numerical simulations for the model illustrate how, as the savings distribution function narrows to zero, the wealth distribution changes from a Pareto form to to an exponential function. Intermediate regions of wealth may be approximately described by a power law with . However the value never reaches values of \~ 1.6-1.7 that characterise empirical wealth data. This conclusion is not changed if three body agent exchange processes are allowed. We conclude that other mechanisms are required if the model is to agree with empirical wealth data.
arXiv commentSixteen pages, Seven figures, Elsevier style file. Submitted to Physica A
References in corpus (13)
- Exponential and power-law probability distributions of wealth and income in the United Kingdom and the United States
- Statistical mechanics of money
- Statistical mechanics of money: How saving propensity affects its distribution
- Evidence for the exponential distribution of income in the USA
- Pareto Law in a Kinetic Model of Market with Random Saving Propensity
- Multiscaling in Infinite Dimensional Collision Processes
- Inelastically scattering particles and wealth distribution in an open economy
- A statistical model with a standard Gamma distribution
- Theoretical Analysis and Simulations of the Generalized Lotka-Volterra Model
- Money in Gas-Like Markets: Gibbs and Pareto Laws
- Nontrivial Velocity Distributions in Inelastic Gases
- Self-Similarity in Random Collision Processes
- Exchanges in complex networks: income and wealth distributions
Cited by in corpus (32)
- Colloquium: Statistical mechanics of money, wealth, and income
- Kinetic Exchange Models for Income and Wealth Distributions
- Double power laws in income and wealth distributions
- Generic features of the wealth distribution in ideal-gas-like markets
- Influence of saving propensity on the power law tail of wealth distribution
- The Gompertz-Pareto Income Distribution
- Econophysics: Empirical facts and agent-based models
- Explicit equilibria in a kinetic model of gambling
- Kinetic theory models for the distribution of wealth: power law from overlap of exponentials
- Relaxation in statistical many-agent economy models
- Model of Wealth and Goods Dynamics in a Closed Market
- Ideal-gas like market models with savings: quenched and annealed cases
- A common origin of the power law distributions in models of market and earthquake
- Kinetic models for wealth exchange on directed networks
- Agent dynamics in kinetic models of wealth exchange
- Kinetic market models with single commodity having price fluctuations
- Modeling wealth distribution in growing markets
- Inequality reversal: effects of the savings propensity and correlated returns
- Equilibrium distributions and relaxation times in gas-like economic models: an analytical derivation
- Statistical mechanics approach to the probability distribution of money
- Agent based models for wealth distribution with preference in interaction
- A new -deformed parametric model for the size distribution of wealth
- A poor agent and subsidy: an investigation through CCM model
- An almost linear stochastic map related to the particle system models of social sciences
- Antipersistent dynamics in kinetic models of wealth exchange
- Wealth distribution: To be or not to be a Gamma?
- Clausius inequality and H-theorems for some models of random wealth exchange
- Econophysics, Statistical Mechanics Approach to
- Economic Inequality: Is it Natural?
- Taxes in a simple wealth distribution model by inelastically scattering particles
- A gradient flow perspective on McKean-Vlasov equations in econophysics
- Firm dynamics in a closed, conserved economy: A model of size distribution of employment and related statistics