Boghosian Bruce M, Hudes Matthew, Khachatryan Gor A, Marcq Jeremy
Dept. of Mathematics, Tufts University, Medford, MA 02155, USA.
Data Intensive Studies Center, Tufts University, Medford, MA 02155, USA.
Philos Trans A Math Phys Eng Sci. 2022 May 30;380(2224):20210167. doi: 10.1098/rsta.2021.0167. Epub 2022 Apr 11.
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'.
尽管基于主体的资产交换模型具有高度理想化的性质,但由物理学家和数学家提出的这些模型,在很大程度上已被证明与实证财富分布数据具有显著的一致性。虽然这种一致性令人欣慰,但人们普遍认为,要取得进一步进展,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交换模型之间的联系。在本文中,我们研究了一个三参数资产交换模型——仿射财富模型(AWM)的这种联系,该模型已被证明与实证财富数据的一致性达到了百分之零点几。我们将该模型的某些属性与二十世纪经济学的三个重大里程碑的属性进行了比较,即(i)预期效用理论,(ii)一般均衡理论和(iii)前景理论。我们发现,AWM所展现的现象学与预期效用理论和一般均衡理论根本不相容,但与前景理论所展现的现象学非常相似。基于这些观察结果,我们认为,在特定意义上,AWM交易是对前景理论所描述的交易的一种近似,并且前景理论至少在财富分配这一主题上提供了经济物理学与微观经济学之间所寻求的联系。本文是主题为“社会和经济的动力学交换模型”的一部分。