{"title":"A mean field game approach to equilibrium consumption under external habit formation","authors":"Lijun Bo , Shihua Wang , Xiang Yu","doi":"10.1016/j.spa.2024.104461","DOIUrl":null,"url":null,"abstract":"<div><p>This paper studies the equilibrium consumption under external habit formation in a large population of agents. We first formulate problems under two types of conventional habit formation preferences, namely linear and multiplicative external habit formation, in a mean field game framework. In a log-normal market model with the asset specialization, we characterize one mean field equilibrium in analytical form in each problem, allowing us to understand some quantitative properties of the equilibrium strategy and conclude some financial implications caused by consumption habits from a mean-field perspective. In each problem with <span><math><mi>n</mi></math></span> agents, we construct an approximate Nash equilibrium for the <span><math><mi>n</mi></math></span>-player game using the obtained mean field equilibrium when <span><math><mi>n</mi></math></span> is sufficiently large. The explicit convergence order in each problem can also be obtained.</p></div>","PeriodicalId":51160,"journal":{"name":"Stochastic Processes and their Applications","volume":"178 ","pages":"Article 104461"},"PeriodicalIF":1.1000,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Stochastic Processes and their Applications","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304414924001674","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
引用次数: 0
Abstract
This paper studies the equilibrium consumption under external habit formation in a large population of agents. We first formulate problems under two types of conventional habit formation preferences, namely linear and multiplicative external habit formation, in a mean field game framework. In a log-normal market model with the asset specialization, we characterize one mean field equilibrium in analytical form in each problem, allowing us to understand some quantitative properties of the equilibrium strategy and conclude some financial implications caused by consumption habits from a mean-field perspective. In each problem with agents, we construct an approximate Nash equilibrium for the -player game using the obtained mean field equilibrium when is sufficiently large. The explicit convergence order in each problem can also be obtained.
本文研究了大量代理人在外部习惯养成下的均衡消费问题。我们首先在均值场博弈框架下提出了两类传统习惯养成偏好下的问题,即线性外部习惯养成和乘法外部习惯养成。在资产专业化的对数正态市场模型中,我们以分析的形式描述了每个问题中的一个均值场均衡,使我们能够理解均衡策略的一些定量属性,并从均值场的角度总结出消费习惯造成的一些财务影响。在每个有 n 个代理人的问题中,当 n 足够大时,我们利用得到的均值场均衡为 n 人博弈构建一个近似的纳什均衡。我们还可以得到每个问题中的显式收敛阶次。
期刊介绍:
Stochastic Processes and their Applications publishes papers on the theory and applications of stochastic processes. It is concerned with concepts and techniques, and is oriented towards a broad spectrum of mathematical, scientific and engineering interests.
Characterization, structural properties, inference and control of stochastic processes are covered. The journal is exacting and scholarly in its standards. Every effort is made to promote innovation, vitality, and communication between disciplines. All papers are refereed.