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We present and analyze a model for the evolution of the wealth distribution within a heterogeneous economic environment. The model considers a system of rational agents interacting in a game theoretical framework, through fairly general…

综合金融 · 定量金融 2015-06-16 Pierre Degond , Jian-Guo Liu , Christian Ringhofer

We construct a model of an exchange economy in which agents trade assets contingent on an observable signal, the probability of which depends on public opinion. The agents in our model are replaced occasionally and each person updates…

理论经济学 · 经济学 2022-04-28 Jean-Philippe Bouchaud , Roger Farmer

We study a system of $N$ agents, whose wealth grows linearly, under the effect of stochastic resetting and interacting via a tax-like dynamics -- all agents donate a part of their wealth, which is, in turn, redistributed equally among all…

物理与社会 · 物理学 2022-05-11 Ion Santra

We focus on the problem of how wealth is distributed among the units of a networked economic system. We first review the empirical results documenting that in many economies the wealth distribution is described by a combination of…

综合金融 · 定量金融 2008-12-02 Diego Garlaschelli , Maria I. Loffredo

Some general features of kinetic multi-agent models are reviewed, with particular attention to the relation between the agent saving propensities and the form of the equilibrium wealth distribution. The effect of a finite cutoff of the…

物理与社会 · 物理学 2013-03-19 Marco Patriarca , Anirban Chakraborti , Guido Germano

In a closed economic system, money is conserved. Thus, by analogy with energy, the equilibrium probability distribution of money must follow the exponential Gibbs law characterized by an effective temperature equal to the average amount of…

统计力学 · 物理学 2009-02-25 Adrian Dragulescu , Victor M. Yakovenko

We propose a kinetic model to describe the dynamical evolution of wealth and knowledge in national and global markets, starting from a microscopic description of individual interactions. The model is built upon interaction rules that…

物理与社会 · 物理学 2026-02-24 Marzia Bisi , Martina Conte , Maria Groppi

An important class of economic models involve agents whose wealth changes due to transactions with other agents. Several authors have pointed out an analogy with kinetic theory, which describes molecules whose momentum and energy changes…

物理与社会 · 物理学 2014-07-22 Bruce M. Boghosian

Firm growth process in the developing economies is known to produce divergence in their growth path giving rise to bimodality in the size distribution. Similar bimodality has been observed in wealth distribution as well. Here, we introduce…

综合金融 · 定量金融 2015-06-15 Anindya S. Chakrabarti

The statistical mechanics approach to wealth distribution is based on the conservative kinetic multi-agent model for money exchange, where the local interaction rule between the agents is analogous to the elastic particle scattering…

综合金融 · 定量金融 2016-06-16 M. Andrecut

We study the effect of the social stratification on the wealth distribution on a system of interacting economic agents that are constrained to interact only within their own economic class. The economical mobility of the agents is related…

物理与社会 · 物理学 2009-11-11 M. F. Laguna , S. Risau Gusman , J. R. Iglesias

This paper develops a nonparametric statistical model of wealth distribution that imposes little structure on the fluctuations of household wealth. In this setting, we use new techniques to obtain a closed-form household-by-household…

经济学 · 定量金融 2016-01-19 Ricardo T. Fernholz

We model the dynamics of the Schelling model for agents described simply by a continuously distributed variable - wealth. Agents move to neighborhoods where their wealth is not lesser than that of some proportion of their neighbors, the…

物理与社会 · 物理学 2017-05-23 Anand Sahasranaman , Henrik Jeldtoft Jensen

We introduce and solve a model that mimics the herding effect in financial markets when groups of agents share information. The number of agents in the model is growing and at each time step either (i) with probability $p$ an incoming agent…

无序系统与神经网络 · 物理学 2009-11-07 G. J. Rodgers , Dafang Zheng

Behavioral Finance has become a challenge to the scientific community. Based on the assumption that behavioral aspects of investors may explain some features of the Stock Market, we propose an agent based model to study quantitatively this…

综合金融 · 定量金融 2017-11-23 F. M. Stefan , A. P. F. Atman

The addition of wealth-attained advantage (WAA) to the Yard-Sale Model (YSM) of asset exchange has been demonstrated to induce wealth condensation. In a model of WAA for which the bias is a continuous function of the wealth difference of…

综合金融 · 定量金融 2016-08-23 Bruce M. Boghosian , Adrian Devitt-Lee , Hongyan Wang

Increasingly, a huge amount of statistics have been gathered which clearly indicates that income and wealth distributions in various countries or societies follow a robust pattern, close to the Gibbs distribution of energy in an ideal gas…

综合金融 · 定量金融 2009-11-13 Arnab Chatterjee , Bikas K. Chakrabarti

Rising inequalities around the globe bring into question our economic systems and the origin of such inequalities. Here we propose a toy agent-based model where each entity is simultaneously producing and consuming indivisible goods. We…

无序系统与神经网络 · 物理学 2024-05-29 Nirbhay Patil , Jean-Philippe Bouchaud

The estimation of asset return distributions is crucial for determining optimal trading strategies. In this paper we describe the constrained mixture model, based on a mixture of Gamma and Gaussian distributions, to provide an accurate…

机器学习 · 统计学 2011-03-15 Iead Rezek

This study investigates the emergence of power-law and other concentrated distributions through a feedback loop model in crowd interactions. Agents act by their response functions to observations and external forces, while observations…

综合经济学 · 经济学 2024-12-18 Jake J. Xia