Measuring the Common Component of Stock Market Fluctuations in the Asia-Pacific Region
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.
|Date of creation:||2006|
|Publication status:||Published in The Philippine Statistician 1-4.55(2006): pp. 103-117|
|Contact details of provider:|| Postal: Ludwigstraße 33, D-80539 Munich, Germany|
Web page: https://mpra.ub.uni-muenchen.de
More information through EDIRC
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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.
- M. Ayhan Kose & Marco E. Terrones & Eswar S. Prasad, 2004. "How do trade and financial integration affect the relationship between growth and volatility?," Proceedings, Federal Reserve Bank of San Francisco, issue Jun.
- M. Ayhan Kose & Eswar S. Prasad & Marco E. Terrones, 2004. "How do trade and financial integration affect the relationship between growth and volatility," Working Paper Series 2004-29, Federal Reserve Bank of San Francisco.
- Kose, M. Ayhan & Prasad, Eswar & Terrones, Marco E., 2006. "How Do Trade and Financial Integration Affect the Relationship between Growth and Volatility?," IZA Discussion Papers 2252, Institute for the Study of Labor (IZA).
- Eswar S Prasad & Marco Terrones & Ayhan Kose, 2005. "How Do Trade and Financial Integration Affect the Relationship Between Growth and Volatility?," IMF Working Papers 05/19, International Monetary Fund.
- Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
- Ross Levine & Sara Zervos, "undated". "Stock markets, banks and economic growth ," CERF Discussion Paper Series 95-11, Economics and Finance Section, School of Social Sciences, Brunel University.
- Levine, Ross & Zervos, Sara, 1996. "Stock markets, banks, and economic growth," Policy Research Working Paper Series 1690, The World Bank.
- Samuel, Cherian, 1996. "Stock market and investment : the signaling role of the market," Policy Research Working Paper Series 1612, The World Bank.
- 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.
- Jose Antonio Tan III & Cayetano Paderanga Jr., 1997. "A Note on Philippine Financial Openness," UP School of Economics Discussion Papers 199704, University of the Philippines School of Economics.
- 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.
- Robin L. Lumsdaine & Eswar S Prasad, 1999. "Identifying the Common Component in International Economic Fluctuations; A New Approach," IMF Working Papers 99/154, International Monetary Fund.
- Lumsdaine, Robin L. & Prasad, Eswar, 2002. "Identifying the Common Component of International Economic Fluctuations: A New Approach," IZA Discussion Papers 487, Institute for the Study of Labor (IZA).
- 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.
- Lamberte, Mario B. & Yap, Josef T., 2003. "Financial and Monetary Cooperation in ASEAN," Discussion Papers DP 2003-19, Philippine Institute for Development Studies.
- 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.
- 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.
- 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.
- 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.
- Qi Li, 2002. "Market Opening and Stock Market Behavior: Taiwan's Experience," International Journal of Business and Economics, College of Business and College of Finance, Feng Chia University, Taichung, Taiwan, vol. 1(1), pages 9-16, April.
- 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. Full references (including those not matched with items on IDEAS)
When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:21247. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Joachim Winter)
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.