Efficiency of Asean-5 Markets: An Detrended Fluctuation Analysis

  • Assoc. Prof. Dr. Rui Dias Escola Superior de Ciências Empresarias - Institute Polytechnic of Setúbal, Estefanilha, 2914-503 Setúbal, Portugal & CEFAGE, Universidade de Évora, Palácio do Vimioso (Gab. 224), Largo Marquês de Marialva, 87000-809 Évora, Portugal https://orcid.org/0000-0002-6138-3098
  • Assist. Prof. Dr. Paula Heliodoro Escola Superior de Ciências Empresariais – Institute Polytechnic of Setúbal, Estefanilha, 2914-503 Setúbal, Portugal https://orcid.org/0000-0002-7420-6517
  • Assoc. Prof. Dr. Paulo Alexandre Escola de Ciências Empresariais – Institute Polytechnic of Setúbal, Estefanilha, 2914-503 Setúbal, Portugal https://orcid.org/0000-0003-1781-7036
Keywords: Covid-19, ASEAN-5, long memories, arbitrage, portfolio diversification

Abstract

This study intends to analyse efficiency, in its weak form, in the financial markets of Indonesia, Malaysia, Philippines, Singapore, Thailand (ASEAN-5), and China, during the global pandemic (Covid-19). Different approaches have been undertaken to carry out this analysis in order to determine whether: (i) ASEAN-5 financial markets and China are efficient, in their weak form, during the analysis period? The results indicate that the random walk hypothesis is rejected in all markets. The values of the variance ratios are, in all cases, lower than the unit, which implies that the returns are autocorrelated over time and, there is a reversion to the average, in all indices. In corroboration, the exponents Detrended Fluctuation Analysis (DFA), indicate significant long memories with a larger incidence in the Philippines and Singapore markets, however the Chinese market evidences anti persistence. These results demonstrate that stock prices do not completely reflect the available information and that stock prices movements are not i.i.d. This has implications for investors, as some returns can be expected, creating opportunities for arbitrage and abnormal returns, contrary to the assumptions of random walk and information efficiency. These conclusions also allow market regulators to implement measures to ensure better information in these regional markets.

References

Aggarwal, D. (2018). Random walk model and asymmetric effect in Korean composite stock price index. Afro-Asian Journal of Finance and Accounting, doi:10.1504/aajfa.2018.10009906.

Andrianto, Y., & Mirza, A. R. (2016). A Testing of Efficient Markets Hypothesis in Indonesia Stock Market. Procedia - Social and Behavioral Sciences, doi:10.1016/j.sbspro.2016.04.048.

El Khamlichi, A., Sarkar, K., Arouri, M., & Teulon, F. (2014). Are Islamic equity indices more efficient than their conventional counterparts? Evidence from major global index families. Journal of Applied Business Research, doi:10.19030/jabr.v30i4.8660.

Fama, E. F., & French, K. R. (1988a). Dividend yields and expected stock returns. Journal of Financial Economics, doi:10.1016/0304-405X(88)90020-7.

Fama, E. F., & French, K. R. (1988b). Dividend yields and expected stock returns. Journal of Financial Economics, 22(1), 3–25, doi:10.1016/0304-405X(88)90020-7.

Hamid, K., Suleman, M. T., Ali Shah, S. Z., & Imdad Akash, R. S. (2017a). Testing the Weak Form of Efficient Market Hypothesis: Empirical Evidence from Asia-Pacific Markets. SSRN Electronic Journal, doi:10.2139/ssrn.2912908.

Hamid, K., Suleman, M. T., Ali Shah, S. Z., & Imdad Akash, R. S. (2017b). Testing the Weak Form of Efficient Market Hypothesis: Empirical Evidence from Asia-Pacific Markets. SSRN Electronic Journal, 58(58), doi:10.2139/ssrn.2912908.

Karasiński, J. (2020). The Changing Efficiency of the European Stock Markets. Annales Universitatis Mariae Curie-Skłodowska, Sectio H – Oeconomia, doi:10.17951/h.2020.54.1.41-51.

Liu, H., Manzoor, A., Wang, C., Zhang, L., & Manzoor, Z. (2020). The COVID-19 outbreak and affected countries stock markets response. International Journal of Environmental Research and Public Health, doi:10.3390/ijerph17082800.

Malhotra, N., Tandon, K., & Tandon, D. (2015). Testing the empirics of weak form of efficient market hypothesis: Evidence from Asia-Pacific Markets. IUP Journal of Applied Finance.

Mehla, S., & Goyal, S. K. (2013). Empirical Evidence on Weak Form of Efficiency in Indian Stock Market. Asia-Pacific Journal of Management Research and Innovation, doi:10.1177/2319510x1200800107.

Morales, L., & Andreosso-O´Callaghan, B. (2020). Covid-19 - Global Stock Markets “Black Swan.” Critical Letters in Economics & Finance.

Nisar, S., & Hanif, M. (2012). Testing weak form of efficient market hypothesis: Empirical evidence from South-Asia. World Applied Sciences Journal.

Peng, C. K., Buldyrev, S. V., Havlin, S., Simons, M., Stanley, H. E., & Goldberger, A. L. (1994). Mosaic organization of DNA nucleotides. Physical Review E, 49(2), 1685–1689, doi:10.1103/PhysRevE.49.1685.

Rehman, S., Chhapra, I. U., Kashif, M., & Rehan, R. (2018). Are Stock Prices a Random Walk? An Empirical Evidence of Asian Stock Markets. ETIKONOMI, doi:10.15408/etk.v17i2.7102.

Sadat, A. R., & Hasan, M. E. (2019). Testing Weak Form of Market Efficiency of DSE Based on Random Walk Hypothesis Model: A Parametric Test Approach. International Journal of Accounting and Financial Reporting, doi:10.5296/ijafr.v9i1.14454.

Şenol, Z., & Zeren, F. (2020). Coronavirus (COVID-19) and Stock Markets: The Effects of the Pandemic on the Global Economy. Avrasya Sosyal ve Ekonomi Araştırmaları Dergisi.

Singh, D. S. K., & Kumar, L. (2018). Market Efficiency in Malaysia: An Empirical Study of Random Walk Hypothesis of Kuala Lumpur Stock Market (Composite Index) Bursa Malaysia. SSRN Electronic Journal, doi:10.2139/ssrn.3095176.

Wright, J. H. (2000). Alternative variance-ratio tests using ranks and signs. Journal of Business and Economic Statistics, doi:10.1080/07350015.2000.10524842.

Published
2020-11-03
How to Cite
Dias, R., Heliodoro, P., & Alexandre, P. (2020). Efficiency of Asean-5 Markets: An Detrended Fluctuation Analysis. Mednarodno Inovativno Poslovanje = Journal of Innovative Business and Management, 12(2), 13-19. https://doi.org/10.32015/JIBM.2020.12.2.13-19
Section
Original article