A mean field game approach to equilibrium consumption under external habit formation

IF 1.1 2区 数学 Q3 STATISTICS & PROBABILITY Stochastic Processes and their Applications Pub Date : 2024-08-20 DOI:10.1016/j.spa.2024.104461
Lijun Bo , Shihua Wang , Xiang Yu
{"title":"A mean field game approach to equilibrium consumption under external habit formation","authors":"Lijun Bo ,&nbsp;Shihua Wang ,&nbsp;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 n agents, we construct an approximate Nash equilibrium for the n-player game using the obtained mean field equilibrium when n is sufficiently large. The explicit convergence order in each problem can also be obtained.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
外部习惯养成下均衡消费的均场博弈方法
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Stochastic Processes and their Applications
Stochastic Processes and their Applications 数学-统计学与概率论
CiteScore
2.90
自引率
7.10%
发文量
180
审稿时长
23.6 weeks
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.
期刊最新文献
Editorial Board Rate of escape of the conditioned two-dimensional simple random walk Wasserstein convergence rates for empirical measures of random subsequence of {nα} Nonnegativity preserving convolution kernels. Application to Stochastic Volterra Equations in closed convex domains and their approximation Correlation structure and resonant pairs for arithmetic random waves
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1