IDEAS home Printed from https://ideas.repec.org/p/een/camaaa/2008-01.html
   My bibliography  Save this paper

A New Class Of Tests Of Contagion With Applications To Real Estate Markets

Author

Listed:
  • Renee Fry
  • Vance L. Martin
  • Chrismin Tang

Abstract

A new class of tests of contagion is proposed which identifies transmission channels of financial market crises through changes in higher order moments of the distribution of returns such as coskewness. Applying the framework to test for contagion in real estate and equity markets following the Hong Kong crisis in 1997-1998 and the US subprime mortgage crisis in 2007 shows that the coskewness based tests of contagion detect additional channels that are not identified by the correlation based tests. Implications of contagion in pricing exchange options where there is a change in higher order comoments of returns on the underlying assets, are also investigated.

Suggested Citation

  • Renee Fry & Vance L. Martin & Chrismin Tang, 2008. "A New Class Of Tests Of Contagion With Applications To Real Estate Markets," CAMA Working Papers 2008-01, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2008-01
    as

    Download full text from publisher

    File URL: https://cama.crawford.anu.edu.au/sites/default/files/publication/cama_crawford_anu_edu_au/2021-06/1_fry_martin_tang_2008.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. John Knight & Colin Lizieri & Stephen Satchell, 2005. "Diversification When It Hurts? The Joint Distributions of Real Estate and Equity Markets," Real Estate & Planning Working Papers rep-wp2005-16, Henley Business School, University of Reading.
    2. Richardson, Matthew & Smith, Tom, 1993. "A Test for Multivariate Normality in Stock Returns," The Journal of Business, University of Chicago Press, vol. 66(2), pages 295-321, April.
    3. Jarl G. Kallberg & Crocker H. Liu & Paolo Pasquariello, 2002. "Regime Shifts in Asian Equity and Real Estate Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(2), pages 263-291.
    4. Shaun Bond & Mardi Dungey & Renée Fry, 2006. "A Web Of Shocks: Crises Across Asian Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 253-274, May.
    5. Quigley, John M., 2001. "Real Estate and the Asian Crisis," Journal of Housing Economics, Elsevier, vol. 10(2), pages 129-161, June.
    6. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    7. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    8. Baur, Dirk & Schulze, Niels, 2005. "Coexceedances in financial markets--a quantile regression analysis of contagion," Emerging Markets Review, Elsevier, vol. 6(1), pages 21-43, April.
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Is the 2007 US Sub-Prime Financial Crisis So Different?: An International Historical Comparison," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 56(3), pages 291-299.
    10. Dornbusch, Rudiger & Park, Yung Chul & Claessens, Stijn, 2000. "Contagion: Understanding How It Spreads," The World Bank Research Observer, World Bank, vol. 15(2), pages 177-197, August.
    11. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, June.
    12. Kraus, Alan & Litzenberger, Robert H, 1976. "Skewness Preference and the Valuation of Risk Assets," Journal of Finance, American Finance Association, vol. 31(4), pages 1085-1100, September.
    13. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    14. Kathy Yuan, 2005. "Asymmetric Price Movements and Borrowing Constraints: A Rational Expectations Equilibrium Model of Crises, Contagion, and Confusion," Journal of Finance, American Finance Association, vol. 60(1), pages 379-411, February.
    15. Massimo Guidolin & Allan Timmermann, 2008. "International asset allocation under regime switching, skew, and kurtosis preferences," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 889-935, April.
    16. John Knight & Colin Lizieri & Stephen Satchell, 2005. "Diversification when It Hurts? The Joint Distributions of Real Estate and Equity Markets1," Journal of Property Research, Taylor & Francis Journals, vol. 22(4), pages 309-323, December.
    17. Khalid, Ahmed M. & Kawai, Masahiro, 2003. "Was financial market contagion the source of economic crisis in Asia?: Evidence using a multivariate VAR model," Journal of Asian Economics, Elsevier, vol. 14(1), pages 131-156, February.
    18. John Knight & Colin Lizieri & Stephen Satchell, 2005. "Diversification When It Hurts? The Joint Distributions of Property and Other Asset Classes," ERES eres2005_228, European Real Estate Society (ERES).
    19. Glascock, John L & Lu, Chiuling & So, Raymond W, 2000. "Further Evidence on the Integration of REIT, Bond, and Stock Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 20(2), pages 177-194, March.
    20. Lee, Ahyee & Moy, Ronald L. & Lee, Cheng F., 1996. "A multivariate test of the covariance-co-skewness restriction for the three moment CAPM," Journal of Economics and Business, Elsevier, vol. 48(5), pages 515-523, December.
    21. Chiuling Lu & Raymond So, 2005. "Return Relationships between Listed Banks and Real Estate Firms: Evidence from Seven Asian Economies," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 189-206, September.
    22. Bera, A. & John, S., 1983. "Tests for multivariate normality with Pearson alternatives," LIDAM Reprints CORE 534, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    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. Murat Akkaya, 2021. "An Analysis of the Stock Market Volatility Spread in Emerging Countries," Istanbul Business Research, Istanbul University Business School, vol. 50(2), pages 215-233, November.
    2. Benjamin M. Tabak & Solange M. Guerra & Rodrigo C. Miranda & Sergio Rubens S. de Souza, 2012. "Teste de Estresse para Risco de Liquidez: o caso do sistema bancário brasileiro," Working Papers Series 302, Central Bank of Brazil, Research Department.
    3. Tabak, Benjamin M. & de Castro Miranda, Rodrigo & da Silva Medeiros, Maurício, 2016. "Contagion in CDS, banking and equity markets," Economic Systems, Elsevier, vol. 40(1), pages 120-134.
    4. Dimitris Kenourgios & Dimitrios Dimitriou & Apostolos Christopoulos, 2013. "Asset Markets Contagion During the Global Financial Crisis," Multinational Finance Journal, Multinational Finance Journal, vol. 17(1-2), pages 49-76, March - J.
    5. Abdulnasser Hatemi-J & Eduardo Roca, 2010. "The Impact of the US Real Estate Market on Other Major Markets During Normal and Crisis Periods," Discussion Papers in Finance finance:201003, Griffith University, Department of Accounting, Finance and Economics.
    6. Roselyne Joyeux & George Milunovich, 2015. "Speculative bubbles, financial crises and convergence in global real estate investment trusts," Applied Economics, Taylor & Francis Journals, vol. 47(27), pages 2878-2898, June.
    7. Al-Mohana, Safa & Hatemi-J, Abdulnasser, 2016. "The Impact of Recent Crisis on the Real Estate Market on the UAE: Evidence from Asymmetric Methods," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 69(4), pages 389-428.
    8. Insel, Aysu & Korkmaz, Abdurrahman, 2010. "The contagion effect: evidences from former Soviet Economies in Eastern Europe," MPRA Paper 24999, University Library of Munich, Germany.
    9. Hatemi-J, Abdulnasser & Roca, Eduardo, 2011. "How globally contagious was the recent US real estate market crisis? Evidence based on a new contagion test," Economic Modelling, Elsevier, vol. 28(6), pages 2560-2565.
    10. Fry, Renée & Martin, Vance L. & Tang, Chrismin, 2010. "A New Class of Tests of Contagion With Applications," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(3), pages 423-437.

    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. Fry, Renée & Martin, Vance L. & Tang, Chrismin, 2010. "A New Class of Tests of Contagion With Applications," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(3), pages 423-437.
    2. Hui, Eddie Chi-man & Chan, Ka Kwan Kevin, 2014. "The global financial crisis: Is there any contagion between real estate and equity markets?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 405(C), pages 216-225.
    3. Eddie C.M. Hui & Ka Kwan Kevin Chan, 2013. "The European sovereign debt crisis: contagion across European real estate markets," Journal of Property Research, Taylor & Francis Journals, vol. 30(2), pages 87-102, June.
    4. Shaun Bond & Mardi Dungey & Renée Fry, 2006. "A Web Of Shocks: Crises Across Asian Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 253-274, May.
    5. Mardi Dungey & Rene Fry & Vance L. Martin, 2006. "Correlation, Contagion, and Asian Evidence," Asian Economic Papers, MIT Press, vol. 5(2), pages 32-72, Spring/Su.
    6. Martin Hoesli & Kustrim Reka, 2013. "Volatility Spillovers, Comovements and Contagion in Securitized Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 1-35, July.
    7. Thomas J. Flavin & Ekaterini Panopoulou, 2010. "Detecting Shift And Pure Contagion In East Asian Equity Markets: A Unified Approach," Pacific Economic Review, Wiley Blackwell, vol. 15(3), pages 401-421, August.
    8. George Milunovich & Stefan Trück, 2013. "Regional and global contagion in real estate investment trusts," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 31(1), pages 53-77, February.
    9. Hui, Eddie C.M. & Chen, Jia, 2012. "Investigating the change of causality in emerging property markets during the financial tsunami," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(15), pages 3951-3962.
    10. Thomas Flavin & Ekaterini Panopoulou, 2006. "Shift versus traditional contagion in Asian markets," The Institute for International Integration Studies Discussion Paper Series iiisdp176, IIIS.
    11. Ariel M. Viale & David A. Bessler & James W. Kolari, 2014. "On the Structure of Financial Contagion: Econometric Tests and Mercosur Evidence," Journal of Applied Economics, Taylor & Francis Journals, vol. 17(2), pages 373-400, November.
    12. Tabak, Benjamin M. & de Castro Miranda, Rodrigo & da Silva Medeiros, Maurício, 2016. "Contagion in CDS, banking and equity markets," Economic Systems, Elsevier, vol. 40(1), pages 120-134.
    13. Woon Sau Leung & Nicholas Taylor, 2013. "Testing for contagion: the impact of US structured markets on international financial markets," Chapters, in: Adrian R. Bell & Chris Brooks & Marcel Prokopczuk (ed.), Handbook of Research Methods and Applications in Empirical Finance, chapter 11, pages 256-284, Edward Elgar Publishing.
    14. Dungey, Mardi & Gajurel, Dinesh, 2014. "Equity market contagion during the global financial crisis: Evidence from the world's eight largest economies," Economic Systems, Elsevier, vol. 38(2), pages 161-177.
    15. Apergis, Nicholas & Christou, Christina & Kynigakis, Iason, 2019. "Contagion across US and European financial markets: Evidence from the CDS markets," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 1-12.
    16. Choe, Kwang-il & Choi, Pilsun & Nam, Kiseok & Vahid, Farshid, 2012. "Testing financial contagion on heteroskedastic asset returns in time-varying conditional correlation," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 271-291.
    17. Renée Fry-McKibbin & Cody Hsiao & Chrismin Tang, 2014. "Contagion and Global Financial Crises: Lessons from Nine Crisis Episodes," Open Economies Review, Springer, vol. 25(3), pages 521-570, July.
    18. Lukasz Prorokowski, 2013. "Lessons from financial crisis contagion simulation in Europe," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 30(2), pages 159-188, May.
    19. Andrey Pavlov & Eva Steiner & Susan Wachter, 2018. "The Consequences of REIT Index Membership for Return Patterns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 46(1), pages 210-250, March.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:een:camaaa:2008-01. 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: Cama Admin (email available below). General contact details of provider: https://edirc.repec.org/data/asanuau.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.