An economically realistic asset exchange model

B. Boghosian, Matthew Hudes, G. Khachatryan, Jeremy Marcq
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引用次数: 1

Abstract

Despite their highly idealized nature, certain agent-based models of asset exchange, proposed for the most part by physicists and mathematicians, have been shown to exhibit remarkable agreement with empirical wealth distribution data. While this agre- ement is comforting, there is widespread sentiment that further progress will require a detailed under- standing of the connection between these idealized models and the more realistic microeconomic models of exchange used by economists. In this paper, we examine that connection for a three-parameter asset exchange model, the Affine Wealth Model (AWM), that has demonstrated fraction-of-a-per cent agreement with empirical wealth data. We compare certain properties of this model with those of three great milestones of twentieth century economics, namely (i) Expected Utility Theory, (ii) General Equilibrium Theory and (iii) Prospect Theory. We find that the phenomenology exhibited by the AWM is fundamentally incompatible with Expected Utility Theory and General Equilibrium Theory, but very similar to that exhibited by Prospect Theory. Based on these observations, we argue that AWM transactions are, in a particular sense, an approximation to those described by Prospect Theory, and that Prospect Theory provides the sought-for connection between econophysics and microeconomics, at least for the topic of wealth distribution. This article is part of the theme issue ‘Kinetic exchange models of societies and economies’.
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经济上现实的资产交换模型
尽管具有高度理想化的性质,但物理学家和数学家提出的某些基于主体的资产交换模型已被证明与经验财富分配数据表现出惊人的一致性。虽然这一共识令人欣慰,但人们普遍认为,进一步的进展将需要详细了解这些理想化模型与经济学家使用的更现实的微观经济模型之间的联系。在本文中,我们研究了三参数资产交换模型,仿射财富模型(AWM)的这种联系,该模型已经证明了与经验财富数据的百分之零点几的一致性。我们将该模型的某些属性与20世纪经济学的三个伟大里程碑进行比较,即(i)期望效用理论,(ii)一般均衡理论和(iii)前景理论。我们发现AWM所表现的现象学与期望效用理论和一般均衡理论有着根本的不相容,而与前景理论所表现的现象学非常相似。基于这些观察,我们认为AWM交易在某种特殊意义上近似于前景理论所描述的交易,而前景理论提供了经济物理学和微观经济学之间寻求的联系,至少对于财富分配的主题是如此。本文是“社会和经济的动态交换模型”主题的一部分。
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