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相关论文: A stochastic model of wealth distribution

200 篇论文

We introduce a stochastic model to explain a double power-law distribution which exhibits two different Paretian behaviors in the upper and the lower tail and widely exists in social and economic systems. The model incorporates fitness…

物理与社会 · 物理学 2011-04-25 D. D. Han , J. H. Qian , Y. G. Ma

We study the poor-biased model for money exchange introduced in [2]: agents are being randomly picked at a rate proportional to their current wealth, and then the selected agent gives a dollar to another agent picked uniformly at random.…

概率论 · 数学 2025-01-15 Roberto Cortez , Fei Cao

We study here numerically the behavior of an ideal gas like model of markets having only one non-consumable commodity. We investigate the behavior of the steady-state distributions of money, commodity and total wealth, as the dynamics of…

物理与社会 · 物理学 2009-11-13 Arnab Chatterjee , Bikas K. Chakrabarti

In our model, $n$ traders interact with each other and with a central bank; they are taxed on the money they make, some of which is dissipated away by corruption. A generic feature of our model is that the richest trader always wins by…

物理与社会 · 物理学 2008-12-02 Anita Mehta , A. S. Majumdar , J. M. Luck

A dynamic model of the social relations between workers and capitalists is introduced. The model is deduced from the assumption that the law of value is an organising principle of modern economies. The model self-organises into a dynamic…

凝聚态物理 · 物理学 2011-03-24 Ian Wright

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

A generalized continuous economic model is proposed for random markets. In this model, agents interact by pairs and exchange their money in a random way. A parameter controls the effectiveness of the transactions between the agents. We show…

综合金融 · 定量金融 2011-05-11 R. Lopez-Ruiz , E. Shivanian , S. Abbasbandy , J. L. Lopez

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

We develop a Bayesian state-space model for analyzing the dynamic evolution of income distributions using grouped income data. The model combines the generalized beta distribution of the second kind (GB2) with latent time-varying parameters…

计量经济学 · 经济学 2026-05-19 Kazuhiko Kakamu

We study the effect of altruism in two simple asset exchange models: the yard sale model (winner gets a random fraction of the poorer player's wealth) and the theft and fraud model (winner gets a random fraction of the loser's wealth). We…

物理与社会 · 物理学 2009-11-11 M. Rodriguez-Achach , R. Huerta-Quintanilla

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 propose a Markov jump process with the three-state herding interaction. We see our approach as an agent-based model for the financial markets. Under certain assumptions this agent-based model can be related to the stochastic description…

交易与市场微观结构 · 定量金融 2013-02-05 Aleksejus Kononovicius , Vygintas Gontis

In this work we use an inelastic scattering process of particles to propose a model able to reproduce the salient features of the wealth distribution in an economy by including taxes to each trading process and redistributing that collected…

综合金融 · 定量金融 2008-12-02 Sebastian D. Guala

We analyze the household savings problem in a general setting where returns on assets, non-financial income and impatience are all state dependent and fluctuate over time. All three processes can be serially correlated and mutually…

理论经济学 · 经济学 2020-08-07 Qingyin Ma , John Stachurski , Alexis Akira Toda

The effects of saving and spending patterns on holding time distribution of money are investigated based on the ideal gas-like models. We show the steady-state distribution obeys an exponential law when the saving factor is set uniformly,…

物理与社会 · 物理学 2009-11-11 Ning Ding , Ning Xi , Yougui Wang

In this paper, we investigate the economic mobility in some money transfer models which have been applied into the research on wealth distribution. We demonstrate the mobility by recording the time series of agents' ranks and observing…

物理与社会 · 物理学 2009-11-11 Ning Ding , Ning Xi , Yougui Wang

We investigate the detailed dynamics of gains and losses made by agents in some kinetic models of wealth exchange. The concept of a walk in an abstract gain-loss space for the agents had been introduced in an earlier work. For models in…

物理与社会 · 物理学 2013-05-29 Sanchari Goswami , Arnab Chatterjee , Parongama Sen

We propose a simple model that describes the dynamics of efficiencies of competing agents. Agents communicate leading to increase of efficiencies of underachievers, and an efficiency of each agent can increase or decrease irrespectively of…

统计力学 · 物理学 2009-10-31 S. N. Majumdar , P. L. Krapivsky

A model of distribution of the wealth in a society based on the properties of complex networks has been proposed. The wealth is interpreted as a consequence of communication possibilities and proportional to the number of connections…

物理与社会 · 物理学 2010-10-12 D. Lande , A. Snarskii , M. Zhenirovskyy

We study a stochastic model proposed recently in the genetic literature to explain the heterogeneity of cell populations or of gene products. Cells are located in two colonies, whose sizes fluctuate as birth and migration processes in…

种群与进化 · 定量生物学 2007-05-23 Martin Gander , Christian Mazza , Hansklaus Rummler