Heterogeneous Beliefs Model of Stock Market Predictability

Jiho Park
{"title":"Heterogeneous Beliefs Model of Stock Market Predictability","authors":"Jiho Park","doi":"arxiv-2406.08448","DOIUrl":null,"url":null,"abstract":"This paper proposes a theory of stock market predictability patterns based on\na model of heterogeneous beliefs. In a discrete finite time framework, some\nagents receive news about an asset's fundamental value through a noisy signal.\nThe investors are heterogeneous in that they have different beliefs about the\nstochastic supply. A momentum in the stock price arises from those agents who\nincorrectly underestimate the signal accuracy, dampening the initial price\nimpact of the signal. A reversal in price occurs because the price reverts to\nthe fundamental value in the long run. An extension of the model to multiple\nassets case predicts co-movement and lead-lag effect, in addition to\ncross-sectional momentum and reversal. The heterogeneous beliefs of investors\nabout news demonstrate how the main predictability anomalies arise endogenously\nin a model of bounded rationality.","PeriodicalId":501478,"journal":{"name":"arXiv - QuantFin - Trading and Market Microstructure","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuantFin - Trading and Market Microstructure","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.08448","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper proposes a theory of stock market predictability patterns based on a model of heterogeneous beliefs. In a discrete finite time framework, some agents receive news about an asset's fundamental value through a noisy signal. The investors are heterogeneous in that they have different beliefs about the stochastic supply. A momentum in the stock price arises from those agents who incorrectly underestimate the signal accuracy, dampening the initial price impact of the signal. A reversal in price occurs because the price reverts to the fundamental value in the long run. An extension of the model to multiple assets case predicts co-movement and lead-lag effect, in addition to cross-sectional momentum and reversal. The heterogeneous beliefs of investors about news demonstrate how the main predictability anomalies arise endogenously in a model of bounded rationality.
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
股市可预测性的异质信念模型
本文提出了一种基于异质信念模型的股票市场可预测性模式理论。在离散的有限时间框架中,一些投资者通过噪声信号接收到关于资产基本价值的消息。如果投资者错误地低估了信号的准确性,就会抑制信号对价格的初始影响,从而导致股价的上涨。由于价格在长期内会回归到基本价值,因此会出现价格反转。将模型扩展到多种资产的情况下,除了跨节动量和反转之外,还预测了共同运动和滞后效应。投资者对新闻的异质信念证明了主要的可预测性异常是如何在有界理性模型中内生产生的。
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
自引率
0.00%
发文量
0
期刊最新文献
Optimal position-building strategies in Competition MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model Logarithmic regret in the ergodic Avellaneda-Stoikov market making model A Financial Time Series Denoiser Based on Diffusion Model Simulation of Social Media-Driven Bubble Formation in Financial Markets using an Agent-Based Model with Hierarchical Influence Network
×
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