{"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":"1 1","pages":""},"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.