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Revisiting Relationship Between Malaysian Stock Market Index and Selected Macroeconomic Variables Using Asymmetric Cointegration

Author

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  • Ahmad Hamidi, Hakimah Nur

    (Fakulti Ekonomi dan Pengurusan Universiti Kebangsaan Malaysia 43600 UKM Bangi Selangor MALAYSIA)

  • Khalid, Norlin

    (Fakulti Ekonomi dan Pengurusan Universiti Kebangsaan Malaysia 43600 UKM Bangi Selangor MALAYSIA)

  • Abdul Karim, Zulkefly

    (Fakulti Ekonomi dan Pengurusan Universiti Kebangsaan Malaysia 43600 UKM Bangi Selangor MALAYSIA)

Abstract

This article re-examines the relationship of several macroeconomics variables with Malaysia Stock Market Index, KLCI. The paper applies Johansen (1988) procedure and vector error correction model (VECM) for symmetric cointegration, while threshold cointegration test proposed by Enders and Siklos (2001) is used for asymmetric cointegration. Using quarterly time series data set spanning from 1990 to 2015, the findings show the presence of the long-run relationship between KLCI and the macroeconomics variable i.e., industrial production index, inflation rate, exchange rate and money supply. We also found evidence for asymmetric adjustment of the stock price index towards its long-run values. These results have particularly important policy implications, concerning the formulation of macroeconomic policy to achieve financial stability and thus contribute to the further development of Malaysian Stock Market Index.

Suggested Citation

  • Ahmad Hamidi, Hakimah Nur & Khalid, Norlin & Abdul Karim, Zulkefly, 2018. "Revisiting Relationship Between Malaysian Stock Market Index and Selected Macroeconomic Variables Using Asymmetric Cointegration," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 311-319.
    • Handle: RePEc:ukm:jlekon:v:52:y:2018:i:1:p:311-319
    DOI: http://dx.doi.org/10.17576/JEM-2018-5201-25
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    1. Khil, Jaeuk & Lee, Bong-Soo, 2000. "Are common stocks a good hedge against inflation? Evidence from the Pacific-rim countries," Pacific-Basin Finance Journal, Elsevier, vol. 8(3-4), pages 457-482, July.
    2. Klaus Adam & Albert Marcet & Juan Pablo Nicolini, 2016. "Stock Market Volatility and Learning," Journal of Finance, American Finance Association, vol. 71(1), pages 33-82, February.
    3. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    4. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    5. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    6. Issam Abdalla & Victor Murinde, 1997. "Exchange rate and stock price interactions in emerging financial markets: evidence on India, Korea, Pakistan and the Philippines," Applied Financial Economics, Taylor & Francis Journals, vol. 7(1), pages 25-35.
    7. Muhammed Monjurul Quadir, 2012. "The Effect of Macroeconomic Variables On Stock Returns on Dhaka Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 2(4), pages 480-487.
    8. Nikmanesh, Lida & Mohd Nor, Abu Hassan Shaari & Sarmidi, Tamat & Janor, Hawati, 2014. "Causal Relationship between the Volatility of Stock Market and Selected Macroeconomic Variables: Case of Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 48(1), pages 143-154.
    9. Demirguc-Kunt, Ash & Levine, Ross, 1996. "Stock Markets, Corporate Finance, and Economic Growth: An Overview," The World Bank Economic Review, World Bank, vol. 10(2), pages 223-239, May.
    10. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    11. Mansor H. Ibrahim & Kanokwan Chancharoenchai, 2014. "How inflationary are oil price hikes? A disaggregated look at Thailand using symmetric and asymmetric cointegration models," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 19(3), pages 409-422, July.
    12. Walter Enders & Selahattin Dibooglu, 2001. "Long-Run Purchasing Power Parity with Asymmetric Adjustment," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 433-445, October.
    13. Falk, Barry, 1986. "Further Evidence on the Asymmetric Behavior of Economic Time Series over the Business Cycle," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1096-1109, October.
    14. Mansor H. Ibrahim & Hassanuddeen Aziz, 2003. "Macroeconomic variables and the Malaysian equity market: A view through rolling subsamples," Journal of Economic Studies, Emerald Group Publishing, vol. 30(1), pages 6-27, January.
    15. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    16. Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, June.
    17. Kwon, Chung S. & Shin, Tai S., 1999. "Cointegration and causality between macroeconomic variables and stock market returns," Global Finance Journal, Elsevier, vol. 10(1), pages 71-81.
    18. Janor, Hawati & Rahim, Ruzita & Yaacob, Mohd & ibrahim, izani, 2010. "Stock Returns and Inflation with Supply and Demand Shocks: Evidence from Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 44, pages 3-10.
    19. Rahim, Ruzita & Mohd Nor, Abu Hassan Shaari, 2007. "Contagion Effect of Seasonality in the ASEAN Plus 3 Equity Markets," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 41, pages 111-134.
    20. Walter Enders & Selahattin Dibooglu, 2001. "Long‐Run Purchasing Power Parity with Asymmetric Adjustment," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 433-445, October.
    21. Mansor H. Ibrahim and Wan Sulaiman Wan Yusoff, 2001. "Macroeconomic Variables, Exchange Rate And Stock Price: A Malaysian Perspective," IIUM Journal of Economics and Management, IIUM Journal of Economis and Management, vol. 9(2), pages 141-164, December.
    22. R. Ratneswary V. Rasiah, 2010. "Macroeconomic Activity And The Malaysian Stock Market: Empirical Evidence Of Dynamic Relations," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 4(2), pages 59-69.
    23. Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
    24. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    25. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-328, April.
    26. Tsangyao Chang & Yang-Cheng Lu & D. P. Tang & Wen-Chi Liu, 2011. "Long-run purchasing power parity with asymmetric adjustment: further evidence from African countries," Applied Economics, Taylor & Francis Journals, vol. 43(2), pages 231-242.
    27. Bilson, Christopher M. & Brailsford, Timothy J. & Hooper, Vincent J., 2001. "Selecting macroeconomic variables as explanatory factors of emerging stock market returns," Pacific-Basin Finance Journal, Elsevier, vol. 9(4), pages 401-426, August.
    28. Maysami, Ramin Cooper & Koh, Tiong Sim, 2000. "A vector error correction model of the Singapore stock market," International Review of Economics & Finance, Elsevier, vol. 9(1), pages 79-96, February.
    29. Koutmos, Gregory, 1998. "Asymmetries in the Conditional Mean and the Conditional Variance: Evidence From Nine Stock Markets," Journal of Economics and Business, Elsevier, vol. 50(3), pages 277-290, May.
    30. Andreas Humpe & Peter Macmillan, 2009. "Can macroeconomic variables explain long-term stock market movements? A comparison of the US and Japan," Applied Financial Economics, Taylor & Francis Journals, vol. 19(2), pages 111-119.
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