IDEAS home Printed from https://ideas.repec.org/a/beo/journl/v62y2017i212p63-84.html
   My bibliography  Save this article

Returns And Volatility Spillover Between Asian Equity Markets: A Wavelet Approach

Author

Listed:
  • Anoop S Kumar
  • B Kamaiah

Abstract

We analyse return and volatility spillover across select Asian equity markets using wavelet multiple correlation and cross-correlation. For the purpose of analysis, daily return data is taken from equity markets, viz. Bombay Stock Exchange SENSEX, Tokyo Stock Exchange NIKKEI 225, Hong Kong Shanghai Index (HSI), Amman Equity Index, Korea Composite Stock Price Index (KOSPI), and Singapore Strait Time Index (STI), from 03/01/2000 to 31/12/2013. The results show that the Asian markets are co-integrated in the long run. Further, it is found that a significant part of each market’s volatility pattern at intraweek scale can be largely explained by own shocks, but in the long run the volatility dynamics of the market changes as the extent of the spillover increases. From the wavelet multiple cross-correlation values, two developed markets, the STI and the HSI, are identified as potential leaders or followers among the group. From the analysis it is found that the volatility spillover across the studied markets is relatively low at the high frequency, implying that there is possibility of diversification at a daily to intraweek scale. The discrepancies between the markets vanish in the long run; hence a long-term diversification strategy is best avoided.

Suggested Citation

  • Anoop S Kumar & B Kamaiah, 2017. "Returns And Volatility Spillover Between Asian Equity Markets: A Wavelet Approach," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(212), pages 63-84, January -.
  • Handle: RePEc:beo:journl:v:62:y:2017:i:212:p:63-84
    as

    Download full text from publisher

    File URL: http://www.ekof.bg.ac.rs/wp-content/uploads/2014/04/4081.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Natàlia Valls & Helena Chuliá, 2012. "Volatility Transmission and Correlation Analysis between the USA and Asia: The Impact of the Global Financial Crisis," Global Economic Review, Taylor & Francis Journals, vol. 41(2), pages 111-129, June.
    2. Yen-Hsien Lee & Ting-Huei Liao & Ya-Ling Huang & Tzu-Ling Huang, 2015. "Dynamic Spillovers between Oil and Stock Markets: New Approaches at Spillover Index," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 178-189, April.
    3. Gilles Dufrénot & Fredj Jawadi & Waël Louhichi, 2014. "Market microstructure and nonlinear dynamics : keeping financial crisis in context," Post-Print hal-01474273, HAL.
    4. Yanan Li & David E. Giles, 2015. "Modelling Volatility Spillover Effects Between Developed Stock Markets and Asian Emerging Stock Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 155-177, March.
    5. Helen Higgs & Andrew Worthington, 2004. "Transmission of returns and volatility in art markets: a multivariate GARCH analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 11(4), pages 217-222.
    6. Chuang, I-Yuan & Lu, Jin-Ray & Tswei, Keshin, 2007. "Interdependence of international equity variances: Evidence from East Asian markets," Emerging Markets Review, Elsevier, vol. 8(4), pages 311-327, December.
    7. Martín-Barragán, Belén & Ramos, Sofia B. & Veiga, Helena, 2015. "Correlations between oil and stock markets: A wavelet-based approach," Economic Modelling, Elsevier, vol. 50(C), pages 212-227.
    8. Naseri, Marjan & Masih, Mansur, 2014. "Integration and Comovement of Developed and Emerging Islamic Stock Markets: A Case Study of Malaysia," MPRA Paper 58799, University Library of Munich, Germany.
    9. Abbas, Qaisar & Khan, Sabeen & Shah, Syed Zulfiqar Ali, 2013. "Volatility transmission in regional Asian stock markets," Emerging Markets Review, Elsevier, vol. 16(C), pages 66-77.
    10. Prashant Joshi, 2011. "Return and Volatility Spillovers Among Asian Stock Markets," SAGE Open, , vol. 1(1), pages 21582440114, June.
    11. Gilles Dufrénot & Fredj Jawadi & Waël Louhichi (ed.), 2014. "Market Microstructure and Nonlinear Dynamics," Springer Books, Springer, edition 127, number 978-3-319-05212-0, January.
    12. Kumar Tiwari, Aviral & Billah Dar, Arif & Bhanja, Niyati & Shah, Aasif, 2013. "Stock Market Integration in Asian Countries: evidence from Wavelet multiple correlations," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 441-456.
    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. Abhibasu Sen & Karabi Dutta Chaudhury, 2019. "On the Co-movement of Crude, Gold Prices and Stock Index in Indian Market," Papers 1904.05317, arXiv.org.
    2. Shu-Ling Lin & Jun Lu, 2019. "Institutional Investors and Corporate Performance: Insights from China," Sustainability, MDPI, vol. 11(21), pages 1-26, October.

    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. Muhammad Niaz Khan & Suzanne G. M. Fifield & Nongnuch Tantisantiwong & David M. Power, 2022. "Changes in co-movement and risk transmission between South Asian stock markets amidst the development of regional co-operation," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 36(1), pages 87-117, March.
    2. Fahad Waqas Mir & Nousheen Tariq Bhutta, 2024. "Impact of return and volatility spillover from banking industry to other industries: An evidence from Pakistan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 1680-1695, April.
    3. Fowowe, Babajide & Shuaibu, Mohammed, 2016. "Dynamic spillovers between Nigerian, South African and international equity markets," International Economics, Elsevier, vol. 148(C), pages 59-80.
    4. Gilles Truchis & Benjamin Keddad, 2016. "Long-Run Comovements in East Asian Stock Market Volatility," Open Economies Review, Springer, vol. 27(5), pages 969-986, November.
    5. Vuong, Giang Thi Huong & Nguyen, Manh Huu & Huynh, Anh Ngoc Quang, 2022. "Volatility spillovers from the Chinese stock market to the U.S. stock market: The role of the COVID-19 pandemic," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    6. Vo, Xuan Vinh & Ellis, Craig, 2018. "International financial integration: Stock return linkages and volatility transmission between Vietnam and advanced countries," Emerging Markets Review, Elsevier, vol. 36(C), pages 19-27.
    7. Sanjay Sehgal & Payal Jain & Florent Deisting, 2018. "Information Transmission between Mature and Emerging Equity Markets During Normal and Crisis Periods: An Empirical Examination," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(1), pages 185-225, March.
    8. Ashfaq, Saira & Ayub, Usman & Mujtaba, Ghulam & Raza, Naveed & Gulzar, Saqib, 2021. "Gainers and losers with higher order portfolio risk optimization," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 563(C).
    9. Choi, Sun-Yong, 2022. "Volatility spillovers among Northeast Asia and the US: Evidence from the global financial crisis and the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 179-193.
    10. Jin, Xiaoye, 2015. "Volatility transmission and volatility impulse response functions among the Greater China stock markets," Journal of Asian Economics, Elsevier, vol. 39(C), pages 43-58.
    11. Priyanka Singh & Brajesh Kumar & Pandey, Ajay, 2008. "Price and Volatility Spillovers across North American, European and Asian Stock Markets: With Special Focus on Indian Stock Market," IIMA Working Papers WP2008-12-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    12. Gilles de Truchis & Benjamin Keddad, 2013. "Analyzing Financial Integration in East Asia through Fractional Cointegration in Volatilities," AMSE Working Papers 1346, Aix-Marseille School of Economics, France, revised Sep 2013.
    13. Erten, Irem & Tuncel, Murat B. & Okay, Nesrin, 2012. "Volatility Spillovers in Emerging Markets During the Global Financial Crisis: Diagonal BEKK Approach," MPRA Paper 56190, University Library of Munich, Germany.
    14. repec:ipg:wpaper:2014-500 is not listed on IDEAS
    15. Singh, Priyanka & Kumar, Brajesh & Pandey, Ajay, 2010. "Price and volatility spillovers across North American, European and Asian stock markets," International Review of Financial Analysis, Elsevier, vol. 19(1), pages 55-64, January.
    16. Do, A. & Powell, R. & Yong, J. & Singh, A., 2020. "Time-varying asymmetric volatility spillover between global markets and China’s A, B and H-shares using EGARCH and DCC-EGARCH models," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    17. Sensoy, Ahmet & Tabak, Benjamin M., 2014. "Dynamic spanning trees in stock market networks: The case of Asia-Pacific," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 414(C), pages 387-402.
    18. Urom, Christian & Guesmi, Khaled & Abid, Ilyes & Dagher, Leila, 2023. "Dynamic integration and transmission channels among interest rates and oil price shocks," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 296-317.
    19. Cheng-Wen Lee & Shu-Hui Chen & Andrian Dolfriandra Huruta & Christine Dewi & Abbott Po Shun Chen, 2022. "Net Transmitter of Stock Market Volatility and Safe Haven for Portfolio Investors in the Asian Dragons," Economies, MDPI, vol. 10(11), pages 1-14, November.
    20. Paulo Pereira Silva, 2018. "Fragmentation and Market Quality: The Case of European Markets," De Economist, Springer, vol. 166(2), pages 179-206, June.
    21. Kashif Hamid & Muhammad Mudasar Ghafoor & Muhammad Yasir Saeed, 2020. "Emerging Markets and Volatility Spillover Effects: Empirical Evidence from Regional Emerging Economies of Pakistan, China, India, and Bangladesh," Global Economics Review, Humanity Only, vol. 5(1), pages 102-116, March.

    More about this item

    Keywords

    Asia; Diversification; Wavelets; Volatility; Spillover; Stock Markets; Risk;
    All these keywords.

    JEL classification:

    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    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:beo:journl:v:62:y:2017:i:212:p:63-84. 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: Goran Petrić (email available below). General contact details of provider: https://edirc.repec.org/data/efbeoyu.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.