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Sentiment-Augmented Asset Pricing in Bursa Malaysia: A Time-Varying Markov Regime-Switching Model

Author

Listed:
  • Han Hwa Goh

    (Faculty of Management, Multimedia University)

  • Lee Lee Chong

    (Faculty of Management, Multimedia University)

  • Ming Ming Lai

    (Faculty of Management, Multimedia University)

Abstract

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. marketwide 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 timevariant, 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.

Suggested Citation

  • Han Hwa Goh & Lee Lee Chong & Ming Ming Lai, 2018. "Sentiment-Augmented Asset Pricing in Bursa Malaysia: A Time-Varying Markov Regime-Switching Model," Malaysian Journal of Economic Studies, Faculty of Business and Economics, University of Malaya & Malaysian Economic Association, vol. 55(2), pages 285-300, December.
  • Handle: RePEc:mjr:journl:v:55:y:2018:i:2:p:285-300
    DOI: 10.22452/MJES.vol55no2.8
    as

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    More about this item

    Keywords

    Asset pricing; Bursa Malaysia; investor sentiment; time-varying Markov regime-switching model;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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