Sentiment-Augmented Asset Pricing in Bursa Malaysia: A Time-Varying Markov Regime-Switching Model
被引:4
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作者:
Goh, Han Hwa
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机构:
Multimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, MalaysiaMultimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, Malaysia
Goh, Han Hwa
[1
]
Chong, Lee Lee
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机构:
Multimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, MalaysiaMultimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, Malaysia
Chong, Lee Lee
[1
]
Lai, Ming Ming
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机构:
Multimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, MalaysiaMultimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, Malaysia
Lai, Ming Ming
[1
]
机构:
[1] Multimedia Univ, Fac Management, Cyberjaya 63100, Selangor Darul, Malaysia
Asset pricing;
Bursa Malaysia;
investor sentiment;
time-varying Markov regime-switching model;
D O I:
10.22452/MJES.vol55no2.8
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
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.
机构:
Northeastern Univ Qinhuangdao, Sch Econ, Qinhuangdao 066004, Hebei, Peoples R China
Northeastern Univ, Coll Business Adm, Shenyang 110819, Peoples R ChinaNortheastern Univ Qinhuangdao, Sch Econ, Qinhuangdao 066004, Hebei, Peoples R China
Wang, Jia
Zhou, MengChu
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机构:
New Jersey Inst Technol, Helen & John C Hartmann Dept Elect & Comp Engn, Newark, NJ 07102 USANortheastern Univ Qinhuangdao, Sch Econ, Qinhuangdao 066004, Hebei, Peoples R China
Zhou, MengChu
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机构:
Guo, Xiwang
Qi, Liang
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机构:
Shandong Univ Sci & Technol, Dept Comp Sci & Technol, Qingdao 266590, Peoples R ChinaNortheastern Univ Qinhuangdao, Sch Econ, Qinhuangdao 066004, Hebei, Peoples R China
Qi, Liang
Wang, Xu
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机构:
Hebei Univ Environm Engn, Coll Econ, Qinhuangdao 066102, Hebei, Peoples R ChinaNortheastern Univ Qinhuangdao, Sch Econ, Qinhuangdao 066004, Hebei, Peoples R China
机构:
College of Management, National Taiwan UniversityCollege of Management, National Taiwan University
Chang J.-R.
Hung M.-W.
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机构:
College of Management, National Taiwan University
Department of International Business, College of Management, National Taiwan University, Roosevelt Road, TaipeiCollege of Management, National Taiwan University