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Using connectedness analysis to assess financial stress transmission in EMU sovereign bond market volatility

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  • Fernández-Rodríguez, Fernando
  • Gómez-Puig, Marta
  • Sosvilla-Rivero, Simón

Abstract

We measure the connectedness in EMU sovereign market volatility between April 1999 and January 2014, monitoring stress transmission and identifing episodes of intensive spillovers from one country to the others. We first perform a static and dynamic analysis to measure the total volatility connectedness in the entire period using a framework recently proposed by Diebold and Yilmaz (2014). Second, we use a dynamic analysis to evaluate the net directional connectedness for each country and apply panel model techniques to investigate its determinants. Finally, we examine the time-varying behaviour of net pair-wise directional connectedness at different stages of the recent sovereign debt crisis.

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  • Fernández-Rodríguez, Fernando & Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2016. "Using connectedness analysis to assess financial stress transmission in EMU sovereign bond market volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 43(C), pages 126-145.
    • Handle: RePEc:eee:intfin:v:43:y:2016:i:c:p:126-145
    DOI: 10.1016/j.intfin.2016.04.005
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    1. Kalbaska, A. & Gątkowski, M., 2012. "Eurozone sovereign contagion: Evidence from the CDS market (2005–2010)," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 657-673.
    2. Gómez-Puig, Marta & Sosvilla-Rivero, Simón & Ramos-Herrera, María del Carmen, 2014. "An update on EMU sovereign yield spread drivers in times of crisis: A panel data analysis," The North American Journal of Economics and Finance, Elsevier, vol. 30(C), pages 133-153.
    3. Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2014. "Causality and contagion in EMU sovereign debt markets," International Review of Economics & Finance, Elsevier, vol. 33(C), pages 12-27.
    4. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    5. Tsai, I-C., 2014. "Spillover of fear: Evidence from the stock markets of five developed countries," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 281-288.
    6. Antonakakis, Nikolaos & Vergos, Konstantinos, 2013. "Sovereign bond yield spillovers in the Euro zone during the financial and debt crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 258-272.
    7. Caporin, Massimiliano & Pelizzon, Loriana & Ravazzolo, Francesco & Rigobon, Roberto, 2018. "Measuring sovereign contagion in Europe," Journal of Financial Stability, Elsevier, vol. 34(C), pages 150-181.
    8. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    9. Afonso, António & Nunes, Ana Sofia, 2015. "Economic forecasts and sovereign yields," Economic Modelling, Elsevier, vol. 44(C), pages 319-326.
    10. Chau, Frankie & Deesomsak, Rataporn, 2014. "Does linkage fuel the fire? The transmission of financial stress across the markets," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 57-70.
    11. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June.
    12. Comelli, Fabio, 2012. "Emerging market sovereign bond spreads: Estimation and back-testing," Emerging Markets Review, Elsevier, vol. 13(4), pages 598-625.
    13. Gómez-Puig, Marta, 2008. "Monetary integration and the cost of borrowing," Journal of International Money and Finance, Elsevier, vol. 27(3), pages 455-479, April.
    14. Faust, Jon & Whiteman, Charles H., 1997. "General-to-specific procedures for fitting a data-admissible, theory-inspired, congruent, parsimonious, encompassing, weakly-exogenous, identified, structural model to the DGP: A translation and criti," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 47(1), pages 121-161, December.
    15. Brent Glover & Seth Richards-Shubik, 2014. "Contagion in the European Sovereign Debt Crisis," NBER Working Papers 20567, National Bureau of Economic Research, Inc.
    16. Yilmaz, Kamil, 2010. "Return and volatility spillovers among the East Asian equity markets," Journal of Asian Economics, Elsevier, vol. 21(3), pages 304-313, June.
    17. Vuillemey, Guillaume & Peltonen, Tuomas A., 2015. "Disentangling the bond–CDS nexus: A stress test model of the CDS market," Economic Modelling, Elsevier, vol. 49(C), pages 32-45.
    18. Alter, Adrian & Beyer, Andreas, 2014. "The dynamics of spillover effects during the European sovereign debt turmoil," Journal of Banking & Finance, Elsevier, vol. 42(C), pages 134-153.
    19. Carvalho, Daniel & Fidora, Michael, 2015. "Capital inflows and euro area long-term interest rates," Journal of International Money and Finance, Elsevier, vol. 54(C), pages 186-204.
    20. Afonso, António & Arghyrou, Michael G. & Bagdatoglou, George & Kontonikas, Alexandros, 2015. "On the time-varying relationship between EMU sovereign spreads and their determinants," Economic Modelling, Elsevier, vol. 44(C), pages 363-371.
    21. Phillips, P C B, 1988. "Reflections on Econometric Methodology," The Economic Record, The Economic Society of Australia, vol. 64(187), pages 344-359, December.
    22. Goldstein, Itay & Pauzner, Ady, 2004. "Contagion of self-fulfilling financial crises due to diversification of investment portfolios," Journal of Economic Theory, Elsevier, vol. 119(1), pages 151-183, November.
    23. Claeys, Peter & Vašíček, Bořek, 2014. "Measuring bilateral spillover and testing contagion on sovereign bond markets in Europe," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 151-165.
    24. Kalemli-Ozcan, Sebnem & Papaioannou, Elias & Peydró, José-Luis, 2010. "What lies beneath the euro's effect on financial integration? Currency risk, legal harmonization, or trade?," Journal of International Economics, Elsevier, vol. 81(1), pages 75-88, May.
    25. Dirk Schoenmaker & Wolf Wagner, 2013. "Cross-Border Banking in Europe and Financial Stability," International Finance, Wiley Blackwell, vol. 16(1), pages 1-22, February.
    26. Bunda, Irina & Hamann, A. Javier & Lall, Subir, 2009. "Correlations in emerging market bonds: The role of local and global factors," Emerging Markets Review, Elsevier, vol. 10(2), pages 67-96, June.
    27. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    28. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    29. Parkinson, Michael, 1980. "The Extreme Value Method for Estimating the Variance of the Rate of Return," The Journal of Business, University of Chicago Press, vol. 53(1), pages 61-65, January.
    30. 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.
    31. Awartani, Basel & Maghyereh, Aktham I. & Shiab, Mohammad Al, 2013. "Directional spillovers from the U.S. and the Saudi market to equities in the Gulf Cooperation Council countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 224-242.
    32. repec:ecb:ecbwps:20141798 is not listed on IDEAS
    33. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    34. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    35. Spiegel, Mark M., 2009. "Monetary and financial integration: Evidence from the EMU," Journal of the Japanese and International Economies, Elsevier, vol. 23(2), pages 114-130, June.
    36. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164.
    37. Lee, Hsiu-Chuan & Chang, Shu-Lien, 2013. "Spillovers of currency carry trade returns, market risk sentiment, and U.S. market returns," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 197-216.
    38. Gorea, Denis & Radev, Deyan, 2014. "The euro area sovereign debt crisis: Can contagion spread from the periphery to the core?," International Review of Economics & Finance, Elsevier, vol. 30(C), pages 78-100.
    39. 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.
    40. Özatay, Fatih & Özmen, Erdal & Sahinbeyoglu, Gülbin, 2009. "Emerging market sovereign spreads, global financial conditions and U.S. macroeconomic news," Economic Modelling, Elsevier, vol. 26(2), pages 526-531, March.
    41. P.C.B. Phillips, 1988. "Reflections on Econometric Methodology," The Economic Record, The Economic Society of Australia, vol. 64(4), pages 344-359, December.
    42. Apostolakis, George & Papadopoulos, Athanasios P., 2014. "Financial stress spillovers in advanced economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 128-149.
    43. Zhou, Xiangyi & Zhang, Weijin & Zhang, Jie, 2012. "Volatility spillovers between the Chinese and world equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 247-270.
    44. Amil Dasgupta, 2004. "Financial Contagion Through Capital Connections: A Model of the Origin and Spread of Bank Panics," Journal of the European Economic Association, MIT Press, vol. 2(6), pages 1049-1084, December.
    45. Wagner, Wolf, 2010. "Diversification at financial institutions and systemic crises," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 373-386, July.
    46. Mark M. Spiegel, 2009. "Monetary and Financial Integration in the EMU: Push or Pull?," Review of International Economics, Wiley Blackwell, vol. 17(4), pages 751-776, September.
    47. Diebold, Francis X. & Yilmaz, Kamil, 2015. "Financial and Macroeconomic Connectedness: A Network Approach to Measurement and Monitoring," OUP Catalogue, Oxford University Press, number 9780199338306.
    48. Masson, Paul, 1999. "Contagion:: macroeconomic models with multiple equilibria," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 587-602, August.
    49. Zinna, Gabriele, 2014. "Identifying risks in emerging market sovereign and corporate bond spreads," Emerging Markets Review, Elsevier, vol. 20(C), pages 1-22.
    50. Favero, Carlo A., 2013. "Modelling and forecasting government bond spreads in the euro area: A GVAR model," Journal of Econometrics, Elsevier, vol. 177(2), pages 343-356.
    51. Narayan, Paresh Kumar & Narayan, Seema & K.P, Prabheesh, 2014. "Stock returns, mutual fund flows and spillover shocks," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 146-162.
    52. Banerji, Sanjay & Ventouri, Alexia & Wang, Zilong, 2014. "The sovereign spread in Asian emerging economies: The significance of external versus internal factors," Economic Modelling, Elsevier, vol. 36(C), pages 566-576.
    53. Piljak, Vanja, 2013. "Bond markets co-movement dynamics and macroeconomic factors: Evidence from emerging and frontier markets," Emerging Markets Review, Elsevier, vol. 17(C), pages 29-43.
    54. Giuseppe Grande & Stefano Neri & Stefan Siviero, 2013. "The sovereign debt crisis and the euro area," Workshop and Conferences 14, Bank of Italy, Economic Research and International Relations Area.
    55. Duncan, Andrew S. & Kabundi, Alain, 2013. "Domestic and foreign sources of volatility spillover to South African asset classes," Economic Modelling, Elsevier, vol. 31(C), pages 566-573.
    56. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    57. Cronin, David, 2014. "The interaction between money and asset markets: A spillover index approach," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 185-202.
    58. Sebastian Barnes & Philip R. Lane & Artur Radziwill, 2010. "Minimising Risks from Imbalances in European Banking," OECD Economics Department Working Papers 828, OECD Publishing.
    59. Gomez-Puig, Marta, 2006. "Size matters for liquidity: Evidence from EMU sovereign yield spreads," Economics Letters, Elsevier, vol. 90(2), pages 156-162, February.
    60. Ureche-Rangau, Loredana & Burietz, Aurore, 2013. "One crisis, two crises…the subprime crisis and the European sovereign debt problems," Economic Modelling, Elsevier, vol. 35(C), pages 35-44.
    61. Arellano, M, 1987. "Computing Robust Standard Errors for Within-Groups Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 49(4), pages 431-434, November.
    62. Ludwig, Alexander, 2014. "A unified approach to investigate pure and wake-up-call contagion: Evidence from the Eurozone's first financial crisis," Journal of International Money and Finance, Elsevier, vol. 48(PA), pages 125-146.
    63. Ang, Andrew & Longstaff, Francis A., 2013. "Systemic sovereign credit risk: Lessons from the U.S. and Europe," Journal of Monetary Economics, Elsevier, vol. 60(5), pages 493-510.
    64. Riedel, Christoph & Thuraisamy, Kannan S. & Wagner, Niklas, 2013. "Credit cycle dependent spread determinants in emerging sovereign debt markets," Emerging Markets Review, Elsevier, vol. 17(C), pages 209-223.
    65. Mr. Fabio Comelli, 2012. "Emerging Market Sovereign Bond Spreads: Estimation and Back-testing," IMF Working Papers 2012/212, International Monetary Fund.
    66. Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2013. "Granger-causality in peripheral EMU public debt markets: A dynamic approach," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4627-4649.
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