Assessing market efficiency in Palestine Securities Exchange (PSE) market at weak form: Analysis from 2010–2022
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DOIhttp://dx.doi.org/10.21511/imfi.20(3).2023.24
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Article InfoVolume 20 2023, Issue #3, pp. 285-298
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The efficient market hypothesis (EMH) asserts that financial markets are efficient, meaning that current market values of stocks incorporate all available information. This study examines the weak-form efficiency of Palestine Stock Exchange stocks using the indices returns from 2010 to 2022. The study used parametric tests (Augmented Dickey-Fuller (ADF) unit root, serial autocorrelation) and nonparametric tests (Phillips-Perron (PP) unit root, run test, variance ratio test). The findings of these tests provide insights into the behavior of the Palestine Stock Exchange market.
The run test outcomes reveal a statistically significant pattern in the data for general, insurance, and service indices, with a p-value below the significance level. Furthermore, the unit root tests indicate statistical significance for all indices with 0.00 p-values and t-statistic below the critical values of –2.86 for level and intercept, and –3.14 for level, trend, and intercept, signifying that the indices returns are stationary. In addition, serial autocorrelation test show that the general and Al-Quds indices show statistically significant links between consecutive observations at all four lags. However, the insurance, investment, and services indices show statistically significant results on three lags. The variance ratio test results challenge the random-walk hypothesis for all indices except industry and insurance. With low probability values, a discernible, long-term, predictable pattern is evident in the Palestine Stock Exchange indices.
The analysis reveals that Palestine Stock Exchange index returns exhibit nonrandom behavior, suggesting predictability and patterns in daily returns, indicating the possibility of exploiting market inefficiencies in investment strategies.
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JEL Classification (Paper profile tab)G10, G14, G12, C22, O16
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References32
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Tables5
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Figures0
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- Table 1. Descriptive statistics
- Table 2. Indices run test results
- Table 3. ADF and PP test results
- Table 4. Serial auto-correlation test
- Table 5. Variance ratio test results
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- Abushammala, S. (2011). Testing the weak form efficiency of Palestine exchange. International Journal of Economics and Finance, 3(6), 244-253.
- Ahmed, F. (2021). Assessment of Capital Market Efficiency in COVID-19. European Journal of Business and Management Research, 6(3), 42-46.
- Ahmed, R., & Hossain, D. (2019). Testing Weak Form Market Efficiency and its Impact on Stock Valuation: Empirical Evidence from Stock Market in Bangladesh. Jurnal Ekonomi Dan Studi Pembangunan, 11(1), 1-13.
- Al-Jafari, M. K. (2011). Testing the weak-form efficiency of Bahrain securities market. International Research Journal of Finance and Economics, 72(1), 14-24.
- Alkhatib, A., & Harasheh, M. (2014). Market efficiency: The case of Palestine exchange (PEX). World Journal of Social Sciences, 4(1), 196-206.
- Ananzeh, I. E. N. (2014). Testing the weak form of efficient market hypothesis: Empirical evidence from Jordan. International Business and Management, 9(2), 119-123.
- Asiri, B., & Alzeera, H. (2013). Is the Saudi stock market efficient? A case of weak-form efficiency. Research Journal of Finance and Accounting, 4(6).
- Awad, I., & Daraghma, Z. (2009). Testing the weak-form efficiency of the Palestinian securities market. International Research Journal of Finance and Economics.
- Dias, R., Heliodoro, P., Teixeira, N., & Godinho, T. (2020). Testing the weak form of efficient market hypothesis: Empirical evidence from equity markets. International Journal of Accounting, Finance and Risk Management, 5(1), 40.
- Emenike Kalu, O. (2017). Weak-form Efficiency After Global Financial Crisis: Emerging Stock Market Evidence. Journal of Emerging Market Finance, 16(1), 90-113.
- Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383-417.
- Gazel, S. (2020). The weak form market efficiency in the MSCI ETF indices: conventional and the Fourier unit root test on the developed and developing countries. Business and Management Studies: An International Journal, 8(4), 409-423.
- Guidi, F., Gupta, R., & Maheshwari, S. (2011). Weak-form market efficiency and calendar anomalies for Eastern Europe equity markets. Journal of Emerging Market Finance, 10(3), 337-389.
- Hawaldar, I. T., Birau, F. R., Spulbar, C. M., Rohit, B., Pinto, P., T.M, R., & Sciorio, F. D. (2020). Further Evidence on Efficiency of Bahrain Bourse: A High Challenge for Other Industries. SSRN Electronic Journal.
- Hawaldar, I. T., Rohith, B., & Pinto, P. (2017). Testing of Weak Form of Efficient Market Hypothesis: Evidence from the Bahrain Bourse. SSRN Electronic Journal.
- Jawad, M. H. (2011). Testing the Muscat Securities Market for Weak-Form Efficiency. SSRN Electronic Journal.
- Kharusi, S. A. (2014). Weak Form Market Efficiency During the 2008 Financial Crisis: Evidence from the Muscat Securities Market. ERN: Efficient Market Hypothesis Models (Topic).
- Khoj, H., & Akeel, H. (2020). Testing Weak-Form Market Efficiency: The Case of Saudi Arabia. Asian Economic and Financial Review, 10(6), 644-653.
- Kumar, T. P., Al-Rawahi, H. B., Al-Busaidi, E. A., & Al-Wahaibi, R. S. (2017). The Weak Form of Informational Efficiency–A Case Study of Muscat Securities Market, Sultanate of Oman. International Journal of Management Studies.
- Lamouchi, R. A. (2020). Long memory and stock market efficiency: case of saudi arabia. International Journal of Economics and Financial Issues, 10(3), 29-34.
- Le, T. T., & Luong, A. T. (2020). A Test of Return Predictability in the Vietnamese Stock Market. International Journal of Financial Research, 11(2), 390.
- Luniya, K., & Basarkar, M. (2022). Testing the Efficiency of the Indian Stock Market during COVID-19. Delhi Business Review, 23(1), 23-32.
- Masuku, K. L., & Gopane, T. J. (2022). Technical trading rules profitability and dynamic risk premiums of cryptocurrency exchange rates. Journal of Capital Markets Studies, 6(1), 6-32.
- Miloş, L. R., Haţiegan, C., Miloş, M. C., Barna, F. M., & Boțoc, C. (2020). Multifractal Detrended Fluctuation Analysis (MF-DFA) of Stock Market Indexes. Empirical Evidence from Seven Central and Eastern European Markets. Sustainability, 12(2), 535.
- Moustafa, M. A. (2004). Testing the weak-form efficiency of the United Arab Emirates stock market. SSRN, 551102.
- Nguyen, J., & Parsons, R. (2021). A Study of Market Efficiency in Emerging Markets Using Improved Statistical Techniques. Emerging Markets Finance and Trade, 58(7), 2004-2016.
- PEX, P. S. E. (2022). PEX Statistical Bulletin—Tadawul Issue 186.
- 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, 9(1), 400.
- Salameh, H. (2011). Are Arab stock exchanges efficient at the weak-form level? Evidence from twelve Arab stock markets. EuroJournals.
- Shaker, A. T. M. (2013). Testing the weak-form efficiency of the Finnish and Swedish stock markets. European Journal of Business and Social Sciences, 2(9), 176-185.
- Squalli, J. (2006). A non-parametric assessment of weak-form efficiency in the UAE financial markets. Applied Financial Economics, 16(18), 1365-1373.
- Turguttopbas, N. (2021). The efficiency of emerging markets: Evidence from nonlinear panel unit tests. Panoeconomicus.