Randow walk classifications and market risk evaluations of Malaysian stock market
Lim Qiu Tingnemolim117@gmail.comDepartment of MathematicsXiamen University Malaysia43900, Selangor Darul Ehsan, 43900, MalaysiaView full profile → , Lam Sing Yanlamsingyan2002@gmail.comDepartment of MathematicsXiamen University MalaysiaSepang, Selangor Darul Ehsan, 43900, MalaysiaView full profile → , Chin Ming Junchinmingjun0427@gmail.comDepartment of MathematicsXiamen University MalaysiaSepang, Selangor Darul Ehsan, 43900, MalaysiaView full profile → , *Chin Wen CheongCorresponding authorwcchin@xmum.edu.myDepartment of MathematicsXiamen University MalaysiaSepang, Selangor Darul Ehsan, 43900, MalaysiaView full profile → , Lim Minlimmin@xmu.edu.myDepartment of MathematicsXiamen University MalaysiaSepang, Selangor Darul Ehsan, 43900, MalaysiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 03 Jan 2024
- Published Online:
- 01 Mar 2025
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JSMS-1391
- Pages:
- 355–374
Abstract
Keywords
Subject Classifications
References
[1] L. Downey, “Efficient market hypothesis (EMH): Definition and critique,” (2023). [Online]. Available: https://www.investopedia.com/terms/e/efficientmarkethypothesis.asp
[2] C. M. Ggayi, Testing the weak-form of the efficient market hypothesis on the Johannesburg stock exchange after the global financial crisis. University of the Western Cape, (2021).
[3] Corporate Finance Institute, “Random walk theory.” [Online]. Available: https://corporatefinanceinstitute.com/resources/career-map/sell-side/capital-markets/what-is-the-random-walk-theory/. [Accessed: Jul. 20, 2023].
[4] P. Barnes, “Thin trading and stock market efficiency: The case study of the Kuala Lumpur Stock Exchange,” Journal of Business Finance & Accounting, vol. 13, no. 4, pp. 609–617, Winter (1986).
[5] M. F. Marsani and A. Shabri, “Random walk behaviour of Malaysia share return in different economic circumstances,” MATEMATIKA: MJIAM, vol. 35, no. 3, pp. 297–308 (2019).
[6] B. Badyalina, N. A. Mat Jan, M. S. Mohd Kasihmuddin, M. F. Marsani, and A. Shabri, “Efficient market hypothesis for Malaysian extreme stock return: Peaks over a threshold method,” MATEMATIKA: MJIAM, vol. 38, no. 2, pp. 141–155 (2022).
[7] S. Bahadur G.C., “Weak form of market efficiency: Evidence from Nepalese stock market,” The Journal of Business and Management, vol. 2, no. 1 (2010).
[8] B. Maity, S. Palamalai, and K. K. Kumar, “Testing the random walk hypothesis for leading cryptocurrencies,” Borsa Istanbul Review, vol. 21, no. 3, pp. 256–268 (2021).
[9] I. M. Md Ghani and H. A. Rahim, “Modeling and forecasting of volatility using ARMA-GARCH: Case study on Malaysia natural rubber prices,” IOP Conference Series: Materials Science and Engineering, vol. 548, no. 1 (2019).
[10] R. Maheshwari and V. Kapoor, “Estimating the volatility of stock price index for Indian market using GARCH model,” Journal of Statistics and Management Systems, vol. 25, pp. 1523–1530 (2022).
[11] N. Omar and F. Halim, “Modelling volatility of Malaysian stock market using GARCH models,” in 2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC), pp. 447–452 (2015).
[12] M. A. Mohd Noor, N. Rambeli, K. K. Viswanathan, A. A. M. Gamal, and A. A. Al-Qadasi, “The impacts of COVID-19 outbreaks on the volatility of the stock market in Malaysia,” Malaysian Journal of Computing, vol. 8, no. 1, pp. 1287–1300 (2023).
[13] C. W. Chan, K. Y. M. Lee, and M. Jais, “Impact of COVID-19: Evidence from Malaysian stock market,” International Journal of Business and Society, vol. 21, no. 2, pp. 607–628 (2020).
[14] N. I. T. Puvarasan, G. S. Awtar Singh, N. A. Y. Mohd Rosli, and S. A. Saruchi, “Analysis of stock market reaction in Malaysia during COVID-19 pandemic via ARIMA,” Mekatronika, vol. 5, no. 1, pp. 1–12 (2023).
[15] M. Wahib ur Rahman, “Validity of random walk hypothesis and technical analysis: An investigation of Pakistan stock market,” Global Management Journal for Academic Corporate Studies, vol. 9, no. 1, pp. 100–120 (2019).
[16] A. C. MacKinlay, J. Y. Campbell, and A. W. Lo, The Econometrics of Financial Markets. Princeton, NJ: Princeton University Press (1997).
[17] L. R. Glosten, R. Jagannathan, and D. E. Runkle, “On the relation between the expected value and the volatility of nominal excess return on stocks,” Journal of Finance, vol. 48, pp. 1779–1801 (1993).
