行为金融学范式与适应性市场假说

Zakhiyya Yousuf, D. Makina
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引用次数: 0

摘要

本研究检验了自适应市场假说(AMH)和有限理性理论在约翰内斯堡证券交易所(JSE)的适用性。这是为了确定行为风险因素对股票市场效率的影响。行为理论显示了有效市场假说理论的缺陷。利用分位数回归,我们的研究确立了自适应市场假说在上证综指上的适用性。过去的市场回报在预测未来回报方面具有重要意义,因此不遵循随机游走。滞后回报在较高的分位数处增加,并随市场状况(即金融危机前、金融危机和金融危机后)的变化而变化。因此,回报的可预测性随着市场条件的变化而变化。本文只关注南非约翰内斯堡证券交易所,更具体地说是所有股票指数的走势。研究结果应该能够应用于新兴经济体和发达经济体。商业信心被发现与回报呈负相关,表明情绪被纳入价格的时间滞后。相比之下,消费者信心与回报呈正相关。总之,投资者受到基本面和行为因素的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The behavioural finance paradigm and the adaptive market hypothesis
This study tests for the applicability of the Adaptive Market Hypothesis (AMH) and Bounded rationality theories on the Johannesburg Stock Exchange (JSE). This is in order to determine the influence of behavioural risk factors on the efficiency of the stock market. Behavioural theories show a gap in the theory of Efficient Market Hypothesis. Using quantile regression, our study established the applicability of the Adaptive Market Hypothesis on the JSE. Past market returns were shown to be significant in predicting future returns and thus did not follow a random walk. The lagged return increased at higher quantiles and differed with changes in market conditions (i.e. pre-financial crisis, financial crisis and post-financial crisis).  Thus, the predictability of returns varies with a change in market conditions. This paper is focused on only on the Johannesburg stock exchange in South Africa, more specifically the movement is the all share index. The findings should be able to be applied to emerging and developed economies. Business confidence is found to have a negative relationship with returns showing a lag in time for sentiment to be incorporated in prices. In contrast, consumer confidence is found to have a positive relationship with returns. In summary, investors are shown to be influenced by fundamental and behavioural factors.
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