IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/21247.html
   My bibliography  Save this paper

Measuring the Common Component of Stock Market Fluctuations in the Asia-Pacific Region

Author

Listed:
  • Mapa, Dennis S.
  • Briones, Kristine Joy S.

Abstract

This paper fits Generalized Auto-Regressive Conditional Heteroskedasticity (GARCH) models to the daily closing stock market indices of Australia, China, Hong Kong, Indonesia, Japan, Korea, Malaysia, Philippines, Singapore, and Taiwan to compute for time-varying weights associated with the volatilities of individual indices. These weights and the returns of the various indices were then used to determine the common component of stock market returns. Our results suggest that a common component of the Asia-Pacific stock market returns exists, which significantly explains the individual country’s stock market returns. We also find that stock markets of Korea and Hong Kong are the two most sensitive to changes in the common component stock returns, while China’s stock market is the least sensitive.

Suggested Citation

  • Mapa, Dennis S. & Briones, Kristine Joy S., 2006. "Measuring the Common Component of Stock Market Fluctuations in the Asia-Pacific Region," MPRA Paper 21247, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:21247
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/21247/1/MPRA_paper_21247.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kose, M. Ayhan & Prasad, Eswar S. & Terrones, Marco E., 2006. "How do trade and financial integration affect the relationship between growth and volatility?," Journal of International Economics, Elsevier, vol. 69(1), pages 176-202, June.
    2. Robin L. Lumsdaine & Eswar S. Prasad, 2003. "Identifying the Common Component of International Economic Fluctuations: A New Approach," Economic Journal, Royal Economic Society, vol. 113(484), pages 101-127, January.
    3. Kathie Krumm & Homi Kharas, 2004. "East Asia Integrates : A Trade Policy Agenda for Shared Growth," World Bank Publications - Books, The World Bank Group, number 15038.
    4. Qi Li, 2002. "Market Opening and Stock Market Behavior: Taiwan's Experience," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 1(1), pages 9-16, April.
    5. Jose Antonio Tan III & Cayetano Paderanga, Jr., 1998. "A Note on Philippine Financial Openness," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 35(1), pages 27-61, June.
    6. Cyn-Young Park, 2004. "New Economy and the Effects of Industrial Structures on International Equity Market Correlations," The IUP Journal of Applied Economics, IUP Publications, vol. 0(4), pages 7-34, July.
    7. Claessens, Stijn & Klingebiel, Daniela & Schmukler, Sergio L., 2006. "Stock market development and internationalization: Do economic fundamentals spur both similarly?," Journal of Empirical Finance, Elsevier, vol. 13(3), pages 316-350, June.
    8. Reza Siregar & Ramkishen Rajan & Tony Cavoli, 2004. "A Survey of Financial Integration in East Asia; How Far? How Much Further to Go?," Centre for International Economic Studies Working Papers 2004-01, University of Adelaide, Centre for International Economic Studies.
    9. Leong, S.C. & Felminham, B., 2001. "The Interdependence of Share Markets in the Developed Economies of East Asia," Papers 2001-10, Tasmania - Department of Economics.
    10. Guglielmo Maria Caporale & Peter G. A Howells & Alaa M. Soliman, 2004. "Stock Market Development And Economic Growth: The Causal Linkage," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 29(1), pages 33-50, June.
    11. Basilio, Leilanie Q. & Intal, Ponciano Jr. S., 1998. "The International Economic Environment and the Philippine Economy," Discussion Papers DP 1998-25, Philippine Institute for Development Studies.
    12. Samuel, Cherian, 1996. "Stock market and investment : the signaling role of the market," Policy Research Working Paper Series 1612, The World Bank.
    13. Stijn Claessens & Daniela Klingebiel & Sergio L. Schmukler, 2002. "The Future of Stock Exchanges in Emerging Economies: Evolution and Prosepcts," Center for Financial Institutions Working Papers 02-03, Wharton School Center for Financial Institutions, University of Pennsylvania.
    14. Lamberte, Mario B. & Yap, Josef T., 2003. "Financial and Monetary Cooperation in ASEAN," Discussion Papers DP 2003-19, Philippine Institute for Development Studies.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chen, Peng, 2018. "Understanding international stock market comovements: A comparison of developed and emerging markets," International Review of Economics & Finance, Elsevier, vol. 56(C), pages 451-464.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. E. Monnet & D. Puy, 2016. "Has Globalization Really Increased Business Cycle Synchronization?," Working papers 592, Banque de France.
    2. Rudra P. Pradhan, 2018. "Development of stock market and economic growth: the G-20 evidence," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(2), pages 161-181, August.
    3. Eric Monnet & Mr. Damien Puy, 2019. "One Ring to Rule Them All? New Evidence on World Cycles," IMF Working Papers 2019/202, International Monetary Fund.
    4. Maria Socorro Gochoco‐Bautista & Dennis S. Mapa, 2010. "Linkages between Trade and Financial Integration and Output Growth in East Asia," Asian Economic Journal, East Asian Economic Association, vol. 24(1), pages 1-22, March.
    5. Ning Jia, 2017. "Diversification of pre-IPO ownership and foreign IPO performance," Review of Quantitative Finance and Accounting, Springer, vol. 48(4), pages 1031-1061, May.
    6. Frederick van der Ploeg & Steven Poelhekke, 2007. "Volatility, Financial Development and the Natural Resource Curse," Economics Working Papers ECO2007/36, European University Institute.
    7. Linda S Goldberg, 2009. "Understanding Banking Sector Globalization," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 171-197, April.
    8. Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2010. "Business Cycles in the Euro Area," NBER Chapters, in: Europe and the Euro, pages 141-167, National Bureau of Economic Research, Inc.
    9. Ippei Fujiwara & Koji Takahashi, 2012. "Asian Financial Linkage: Macro‐Finance Dissonance," Pacific Economic Review, Wiley Blackwell, vol. 17(1), pages 136-159, February.
    10. Andrew van Hulten & Michael Webber, 2010. "Do developing countries need 'good' institutions and policies and deep financial markets to benefit from capital account liberalization?," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 283-319, March.
    11. Can ERBIL & Durmus OZDEMIR, 2008. "Does Financial Liberalization Trigger Long-Run Economic Growth?," EcoMod2008 23800033, EcoMod.
    12. Bergman, Michael, 2001. "Finnish and Swedish Business Cycles in a Global Context," Working Papers 2001:20, Lund University, Department of Economics.
    13. Ravi Balakrishnan & Stephan Danninger & Selim Elekdag & Irina Tytell, 2011. "The Transmission of Financial Stress from Advanced to Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-68, May.
    14. Mario Larch & Wolfgang Lechthaler, 2011. "Why ‘Buy American’ is a bad idea but politicians still like it," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(3), pages 838-858, August.
    15. Muyambiri Brian & Odhiambo Nicholas, 2017. "Financial Development, Savings and Investment in South Africa: A Dynamic Causality Test," Global Economy Journal, De Gruyter, vol. 17(3), pages 1-10, September.
    16. Hideaki Hirata & M. Ayhan Kose & Christopher Otrok & Marco E Terrones, 2013. "Global House Price Fluctuations: Synchronization and Determinants," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 9(1), pages 119-166.
    17. Pagano, Marco & Jappelli, Tullio, 2008. "Financial Market Integration Under EMU," CEPR Discussion Papers 7091, C.E.P.R. Discussion Papers.
    18. Kwame Mireku & Ellen Animah Agyei & Daniel Domeher, 2017. "Trade openness and economic growth volatility: An empirical investigation," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1385438-138, January.
    19. Joao Sousa & Andrea Zaghini, 2008. "Monetary policy shocks in the euro area and global liquidity spillovers," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 205-218.
    20. Kose, M. Ayhan & Prasad, Eswar S. & Terrones, Marco E., 2006. "How do trade and financial integration affect the relationship between growth and volatility?," Journal of International Economics, Elsevier, vol. 69(1), pages 176-202, June.

    More about this item

    Keywords

    Common Component; Volatility; GARCH model;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:21247. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.