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相关论文: Models of wealth distributions: a perspective

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We present a minimal agent-based model of interacting agents characterized by their wealth to study taxation and inequality in a non-conservative economy. Wealth evolves through an extremal stochastic replacement process in which the…

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 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

We study a model of wealth dynamics [Bouchaud and M\'ezard 2000, \emph{Physica A} \textbf{282}, 536] which mimics transactions among economic agents. The outcomes of the model are shown to depend strongly on the topological properties of…

无序系统与神经网络 · 物理学 2009-02-06 D. Garlaschelli , M. I. Loffredo

Models of auctions or tendering processes are introduced. In every round of bidding the players select their bid from a probability distribution and whenever a bid is unsuccessful, it is discarded and replaced. For simple models, the…

适应与自组织系统 · 物理学 2009-11-07 R. D'Hulst , G. J. Rodgers

This paper attempts to find a relationship between agents' risk aversion and inequality of incomes. Specifically, a model is proposed for the evolution in time of surplus/deficit distribution, and the long-time distributions are…

经济学 · 定量金融 2016-05-12 Eleonora Perversi , Eugenio Regazzini

It has been pointed out by Patriarca et al. (2005) that the power-law tailed equilibrium distribution in heterogeneous kinetic exchange models with a distributed saving parameter can be resolved as a mixture of Gamma distributions…

综合金融 · 定量金融 2018-10-17 Adams Vallejos , Ignacio Ormazabal , Felix A. Borotto , Hernan F. Astudillo

Public Goods Games represent one of the most useful tools to study group interactions between individuals. However, even if they could provide an explanation for the emergence and stability of cooperation in modern societies, they are not…

物理与社会 · 物理学 2016-05-05 Sandro Meloni , Cheng-Yi Xia , Yamir Moreno

Segregation is a growing concern around the world. One of its main manifestations is the creation of ghettos, whose inhabitants have difficult access to well-paid jobs, which are often located far from their homes. In order to study this…

物理与社会 · 物理学 2025-12-23 D. Ortega , E. Korutcheva

Empirical evidence suggests that heavy-tailed degree distributions occurring in many real networks are well-approximated by power laws with exponents $\eta$ that may take values either less than and greater than two. Models based on various…

机器学习 · 统计学 2018-07-10 Benjamin Bloem-Reddy , Adam Foster , Emile Mathieu , Yee Whye Teh

We investigate, at the fundamental level, the questions of `why', `when' and `how' one could or should reach out to poor and vulnerable people to support them in the absence of governmental institutions. We provide a simple and new approach…

综合经济学 · 经济学 2023-07-31 Aziz Guergachi , Javid Hakim

In this article, we briefly review the different aspects and applications of kinetic exchange models in economics and sociology. Our main aim is to show in what manner the kinetic exchange models for closed economic systems were inspired by…

物理与社会 · 物理学 2014-08-07 Sanchari Goswami , Anirban Chakraborti

Probability distributions of money, income, and energy consumption per capita are studied for ensembles of economic agents. The principle of entropy maximization for partitioning of a limited resource gives exponential distributions for the…

统计金融 · 定量金融 2010-09-02 Anand Banerjee , Victor M. Yakovenko

In a recent paper in this journal [J. Stat. Mech. (2009) P02037] we proposed a new, physically motivated, distribution function for modeling individual incomes having its roots in the framework of the k-generalized statistical mechanics.…

综合金融 · 定量金融 2012-12-07 F. Clementi , M. Gallegati , G. Kaniadakis

We review the basic kinetic wealth-exchange models of Angle [J. Angle, Social Forces 65 (1986) 293; J. Math. Sociol. 26 (2002) 217], Bennati [E. Bennati, Rivista Internazionale di Scienze Economiche e Commerciali 35 (1988) 735], Chakraborti…

物理与社会 · 物理学 2009-11-16 Marco Patriarca , Els Heinsalu , Anirban Chakraborti

We examine the statistical properties of a closed monetary economy with multi-aggregates interactions. Building upon Yakovenko's single-agent monetary model (Dragulescu and Yakovenko, 2000), we investigate the joint equilibrium distribution…

理论经济学 · 经济学 2024-01-19 Andrea Monaco , Matteo Ghio , Adamaria Perrotta

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

An agent-based model of the economy is generalized to incorporate investment and guaranteed income mechanisms in addition to the exchange and distribution mechanisms considered in earlier models. We find realistic wealth distributions and…

统计力学 · 物理学 2026-01-23 Jan Tobochnik , Harvey Gould , William Klein

We consider a version of D. Price's model for the growth of a bibliographic network, where in each iteration a constant number of citations is randomly allocated according to a weighted combination of accidental (uniformly distributed) and…

物理与社会 · 物理学 2022-08-31 Grzegorz Siudem , Przemysław Nowak , Marek Gagolewski

This paper combines ideas from classical economics and modern finance with the general Lotka-Volterra models of Levy & Solomon to provide straightforward explanations of wealth and income distributions. Using a simple and realistic economic…

综合金融 · 定量金融 2011-05-30 Geoff Willis
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