马来西亚交易所情绪增强资产定价:一个时变马尔可夫制度转换模型

IF 0.5 Q4 ECONOMICS Malaysian Journal of Economic Studies Pub Date : 2018-11-09 DOI:10.22452/MJES.VOL55NO2.8
H. Goh, Lee-Lee Chong, M. Lai
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引用次数: 2

摘要

本文考察了投资者情绪对马来西亚证券交易所资产定价的非线性影响。Fama和French三因素模型在时变马尔可夫机制转换框架内重新扩充,以研究三种风险溢价,受投资者情绪的四种不同代理(即市场范围指标)的制约。研究发现,马来西亚证券交易所的股票收益率运动呈现出非线性的两种制度模式。此外,投资者情绪的变化在一定程度上起到了马来西亚股市回报率熊市和牛市周期之间政权转换动态的中介作用。研究还发现,在熊市期间,投资者积极情绪的增加会导致更高的政权转换概率。此外,这三种风险溢价是时变的,取决于离散制度内投资者情绪指标的波动。研究发现,一般来说,当股市从牛市转为熊市时,市场溢价会下降。相反,当股市从牛市走向熊市时,规模和价值溢价都会增加。
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Sentiment-Augmented Asset Pricing in Bursa Malaysia: A Time-Varying Markov Regime-Switching Model
This paper examines the nonlinear effects of investor sentiment on asset pricing in Bursa Malaysia. The Fama and French three-factor model is re-augmented within a time-varying Markov regime-switching framework to investigate the three risk premiums, conditioned by four different proxies for investor sentiment (i.e. market-wide indicators). The study finds evidence that the stock returns movement of Bursa Malaysia exhibits a nonlinear two regimes pattern. Besides, changes in the investor sentiment to some extent function as a mediator in the regime switching dynamics between bear and bull market cycles in Malaysian stock returns. It is also found that an increase in positive sentiment of investors leads to a higher transition probability of regime switching during bear markets. In addition, the three risk premiums are time-variant, contingent upon the fluctuation of the proxies for investor sentiment within discrete regimes. The study finds that in general, the market premium falls when the stock market switches from bull to bear markets. On the contrary, both the size and value premiums increase when the stock market moves from bull to bear markets.
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来源期刊
CiteScore
1.30
自引率
25.00%
发文量
9
期刊介绍: The primary purpose of the journal is to promote publications of original research related to the Malaysian economy. It is also designed to serve as an outlet for studies on the South-east Asian countries and the Asian region. The journal also considers high-quality works related to other regions that provide relevant policy lessons to Malaysia. The journal is receptive to papers in all areas of economics. We encourage specifically contributions on all range of economic topics of an applied or policy nature. At the same time, submissions of methodological or theoretical studies with results that are of practical use are welcome. Works that are interdisciplinary will be considered provided that they contain substantial economic contents.
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