IDEAS home Printed from https://ideas.repec.org/a/spr/jecfin/v27y2003i1p39-55.html
   My bibliography  Save this article

An international study of causality-in-variance: Interest rate and financial sector returns

Author

Listed:
  • V. Alaganar
  • Ramaprasad Bhar

Abstract

We demonstrate that causality-in-variance test could be employed to model the direction and lags in information flow between two variables and to avoid misspecifications. We apply this methodology to test the causality between the financial sector returns and interest rates of the G7 countries and show that the direction and the lead/lag structure of causality in the mean and the variance are more complex and dynamic than that have previously been reported. In most cases, we found two-way information flow both at the mean and the volatility level. Causality results give us insights into (i) how and when information is impacted on different market segments, and (ii) design more objective bi-variate models with the appropriate lag structure. Copyright Academy of Economics and Finance 2003

Suggested Citation

  • V. Alaganar & Ramaprasad Bhar, 2003. "An international study of causality-in-variance: Interest rate and financial sector returns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 27(1), pages 39-55, March.
    • Handle: RePEc:spr:jecfin:v:27:y:2003:i:1:p:39-55
    DOI: 10.1007/BF02751589
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/BF02751589
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/BF02751589?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elyasiani, Elyas & Mansur, Iqbal, 1998. "Sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate: A GARCH-M model," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 535-563, May.
    2. Faff, R. W. & Howard, P. F., 1999. "Interest rate risk of Australian financial sector companies in a period of regulatory change," Pacific-Basin Finance Journal, Elsevier, vol. 7(1), pages 83-101, February.
    3. Engle, Robert F & Ito, Takatoshi & Lin, Wen-Ling, 1990. "Meteor Showers or Heat Waves? Heteroskedastic Intra-daily Volatility in the Foreign Exchange Market," Econometrica, Econometric Society, vol. 58(3), pages 525-542, May.
    4. Tai, Chu-Sheng, 2000. "Time-varying market, interest rate, and exchange rate risk premia in the US commercial bank stock returns," Journal of Multinational Financial Management, Elsevier, vol. 10(3-4), pages 397-420, December.
    5. repec:bla:jfinan:v:44:y:1989:i:1:p:1-17 is not listed on IDEAS
    6. Jeff Madura & Emilio R. Zarruk, 1995. "Bank Exposure To Interest Rate Risk: A Global Perspective," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(1), pages 1-13, March.
    7. Sung C. Bae, 1990. "Interest Rate Changes And Common Stock Returns Of Financial Institutions: Revisited," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(1), pages 71-79, March.
    8. Srinivas R. Akella & Su-Jane Chen, 1990. "Interest Rate Sensitivity Of Bank Stock Returns: Specification Effects And Structural Changes," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(2), pages 147-154, June.
    9. Akella, Srinivas R & Chen, Su-Jane, 1990. "Interest Rate Sensitivity of Bank Stock Returns: Specification Effects and Structural Changes," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(2), pages 147-154, Summer.
    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. Ferrer, Román & Bolós, Vicente J. & Benítez, Rafael, 2016. "Interest rate changes and stock returns: A European multi-country study with wavelets," International Review of Economics & Finance, Elsevier, vol. 44(C), pages 1-12.
    2. Grydaki, Maria & Bezemer, Dirk, 2013. "The role of credit in the Great Moderation: A multivariate GARCH approach," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4615-4626.
    3. Liow, Kim Hiang & Schindler, Felix, 2011. "An assessment of the relationship between public real estate markets and stock markets at the local, regional, and global levels," ZEW Discussion Papers 11-056, ZEW - Leibniz Centre for European Economic Research.
    4. Jammazi, Rania & Ferrer, Román & Jareño, Francisco & Hammoudeh, Shawkat M., 2017. "Main driving factors of the interest rate-stock market Granger causality," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 260-280.
    5. Yuki Toyoshima, 2018. "Testing for Causality-In-Mean and Variance between the UK Housing and Stock Markets," JRFM, MDPI, vol. 11(2), pages 1-10, April.
    6. Go Tamakoshi & Shigeyuki Hamori, 2014. "Causality-in-variance and causality-in-mean between the Greek sovereign bond yields and Southern European banking sector equity returns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 38(4), pages 627-642, October.
    7. Bezemer, Dirk J & Grydaki, Maria, 2012. "Mortgage Lending and the Great moderation: a multivariate GARCH Approach," MPRA Paper 36356, University Library of Munich, Germany.
    8. Kim Hiang Liow & Felix Schindler, 2014. "An Assessment of the Relationship between Public Real Estate and Stock Markets at the Local, Regional, and Global Levels," International Real Estate Review, Global Social Science Institute, vol. 17(2), pages 157-202.
    9. González, Mariano, 2016. "Asymmetric causality in-mean and in-variance among equity markets indexes," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 49-68.

    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. Xiangnan Meng & Xin Deng, 2013. "Interest Rate and Foreign Exchange Sensitivity of Bank Stock Returns: Evidence from China," Multinational Finance Journal, Multinational Finance Journal, vol. 17(1-2), pages 77-106, March - J.
    2. Akhtaruzzaman, Md & Shamsuddin, Abul & Easton, Steve, 2014. "Dynamic correlation analysis of spill-over effects of interest rate risk and return on Australian and US financial firms," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 31(C), pages 378-396.
    3. Susan Ryan & Andrew C. Worthington, 2002. "Time-Varying Market, Interest Rate and Exchange Rate Risk in Australian Bank Portfolio Stock Returns: A Garch-M Approach," School of Economics and Finance Discussion Papers and Working Papers Series 112, School of Economics and Finance, Queensland University of Technology.
    4. PRITI Verma, 2016. "The Impact Of Exchange Rates And Interest Rates On Bank Stock Returns: Evidence From U.S. Banks," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 11(1), pages 124-139, April.
    5. Robert W. Faff & Allan Hodgson & Michael L. Kremmer, 2005. "An Investigation of the Impact of Interest Rates and Interest Rate Volatility on Australian Financial Sector Stock Return Distributions," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(5‐6), pages 1001-1031, June.
    6. Marc†Gregor Czaja & Hendrik Scholz & Marco Wilkens, 2010. "Interest Rate Risk Rewards in Stock Returns of Financial Corporations: Evidence from Germany," European Financial Management, European Financial Management Association, vol. 16(1), pages 124-154, January.
    7. Pariyada Sukcharoensin, 2013. "Time-Varying Market, Interest Rate and Exchange Rate Risks of Thai Commercial Banks," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 9(1), pages 25-45.
    8. Brailsford, T.J. & Lin, Shu Ling & Penm, Jack H.W., 2006. "Conditional risk, return and contagion in the banking sector in asia," Research in International Business and Finance, Elsevier, vol. 20(3), pages 322-339, September.
    9. Sotiris K. Staikouras, 2006. "Financial Intermediaries and Interest Rate Risk: II," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 15(5), pages 225-272, December.
    10. Elyasiani, Elyas & Mansur, Iqbal & Pagano, Michael S., 2007. "Convergence and risk-return linkages across financial service firms," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1167-1190, April.
    11. Alexey Akimov & Simon Stevenson & Maxim Zagonov, 2015. "Public Real Estate and the Term Structure of Interest Rates: A Cross-Country Study," The Journal of Real Estate Finance and Economics, Springer, vol. 51(4), pages 503-540, November.
    12. Kiran Batool, 2021. "Impact of Interest Rates on Stock Index: Case of Pakistan Stock Exchange," International Journal of Business and Economic Affairs (IJBEA), Sana N. Maswadeh, vol. 6(1), pages 1-12.
    13. Elyasiani, Elyas & Mansur, Iqbal, 1998. "Sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate: A GARCH-M model," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 535-563, May.
    14. Gloria M. Soto Pacheco & Cristóbal González & Laura Ballester & Román Ferrer, 2009. "Determinants of interest rate exposure of Spanish banking industry," Working Papers. Serie EC 2009-07, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    15. Alexey Akimov & Simon Stevenson, 2013. "Securitised Real Estate Regime-Switching Behaviour and the Relationship with Market Interest Rates," ERES eres2013_346, European Real Estate Society (ERES).
    16. Papadamou, Stephanos & Siriopoulos, Costas, 2014. "Interest rate risk and the creation of the Monetary Policy Committee: Evidence from banks’ and life insurance companies’ stocks in the UK," Journal of Economics and Business, Elsevier, vol. 71(C), pages 45-67.
    17. Elyas Elyasiani & Iqbal Mansur & Jill Wetmore, 2010. "Real-Estate Risk Effects on Financial Institutions’ Stock Return Distribution: a Bivariate GARCH Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 89-107, January.
    18. Go Tamakoshi & Shigeyuki Hamori, 2014. "Causality-in-variance and causality-in-mean between the Greek sovereign bond yields and Southern European banking sector equity returns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 38(4), pages 627-642, October.
    19. James Gilkeson & Sylvia Hudgins & Craig Ruff, 1997. "Testing the effectiveness of regulatory interest rate risk measurement," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 21(2), pages 27-37, June.
    20. Wided Ben Moussa, 2014. "Bank Stock Volatility And Contagion: An Empirical Investigation With Application Of Multivariate Garch Models," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(2), pages 1-24, June.

    More about this item

    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:spr:jecfin:v:27:y:2003:i:1:p:39-55. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.