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相关论文: Models of wealth distributions: a perspective

200 篇论文

Kinetic exchange models have been successful in explaining the shape of the income/wealth distribution in the economies. However, such models usually make some ad-hoc assumptions when it comes to determining the savings factor. Here, we…

交易与市场微观结构 · 定量金融 2010-06-28 Anindya S. Chakrabarti

This article describes mathematical methods for estimating the top-tail of the wealth distribution and therefrom the share of total wealth that the richest $p$ percent hold, which is an intuitive measure of inequality. As the data base for…

应用统计 · 统计学 2018-07-11 Christoph Dalitz

We discuss several multi-agent models that have their origin in the kinetic exchange theory of statistical mechanics and have been recently applied to a variety of problems in the social sciences. This class of models can be easily adapted…

物理与社会 · 物理学 2013-06-18 Marco Patriarca , Anirban Chakraborti

Pareto distributions, and power laws in general, have demonstrated to be very useful models to describe very different phenomena, from physics to finance. In recent years, the econophysical literature has proposed a large amount of papers…

统计方法学 · 统计学 2015-06-16 Pasquale Cirillo

We introduce and discuss a nonlinear kinetic equation of Boltzmann type which describes the evolution of wealth in a pure gambling process, where the entire sum of wealths of two agents is up for gambling, and randomly shared between the…

综合金融 · 定量金融 2015-05-18 Federico Bassetti , Giuseppe Toscani

Explaining empirically observed wealth and income distributions, featuring power-law tails alongside gamma or log-normal bulk shapes, challenges models that focus on either pairwise competition or individual investment mechanisms. This…

物理与社会 · 物理学 2025-05-19 Yuri Ono , Atsushi Ishida

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 propose some kinetic models of wealth exchange and investigate their behavior on directed networks though numerical simulations. We observe that network topology and directedness yields a variety of interesting features in these models.…

物理与社会 · 物理学 2009-11-13 Arnab Chatterjee

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

This study considers a model of the income distribution of agents whose pairwise interaction is asymmetric and price-invariant. Asymmetric transactions are typical for chain-trading groups who arrange their business such that commodities…

概率论 · 数学 2009-11-11 Alexander M. Chebotarev

The distribution of gross earnings of movies released each year show a distribution having a power-law tail with Pareto exponent $\alpha \simeq 2$. While this offers interesting parallels with income distributions of individuals, it is also…

物理与社会 · 物理学 2012-01-11 Sitabhra Sinha , Raj Kumar Pan

The paper provides a survey of results related to the "$\kappa$-generalized distribution", a statistical model for the size distribution of income and wealth. Topics include, among others, discussion of basic analytical properties,…

综合金融 · 定量金融 2016-10-28 F. Clementi , M. Gallegati , G. Kaniadakis , S. Landini

Over the last decades, the distribution of income and wealth has been deteriorating in many countries, leading to increased inequalities within and between societies. This tendency has revived the interest in the subject greatly, yet it…

综合金融 · 定量金融 2017-09-22 F. Clementi , M. Gallegati

The paper starts with a brief review of present understanding of income distributions; especially with regard to recent work in the field of econophysics that draws parallels between income, wealth and energy distributions. Examples of…

其他凝聚态物理 · 物理学 2008-12-02 G. Willis

This paper studies the trading volumes and wealth distribution of a novel agent-based model of an artificial financial market. In this model, heterogeneous agents, behaving according to the Von Neumann and Morgenstern utility theory, may…

综合金融 · 定量金融 2015-09-09 Pietro DeLellis , Franco Garofalo , Francesco Lo Iudice , Elena Napoletano

We introduce a non-growth model that generates the power-law distribution with the Zipf exponent. There are N elements, each of which is characterized by a quantity, and at each time step these quantities are redistributed through binary…

统计力学 · 物理学 2012-04-27 Suhan Ree

Recently several authors have proposed stochastic evolutionary models for the growth of complex networks that give rise to power-law distributions. These models are based on the notion of preferential attachment leading to the ``rich get…

物理与社会 · 物理学 2007-05-23 Trevor Fenner , Mark Levene , George Loizou

We present a simplified model for the exploitation of finite resources by interacting agents, where each agent receives a random fraction of the available resources. An extremal dynamics ensures that the poorest agent has a chance to change…

适应与自组织系统 · 物理学 2009-11-07 S. Pianegonda , J. R. Iglesias , G. Abramson , J. L. Vega

We find the wealth distribution for an economic agent in the financial market, in analogy with standard derivation of generaliz Boltzman (Tsallis) factor in statistical mechanics. In this respect, Tsallis entropic index separates two…

其他凝聚态物理 · 物理学 2008-12-10 Amir Hossein Darooneh

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