Heterogeneous Beliefs Model of Stock Market Predictability

Jiho Park
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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.
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。
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