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Investigating Türkiye’s financial nexus: A wavelet coherence analysis of sovereign CDS spreads, bond yields, stock index, and FX rates

Year 2024, Volume: 4 Issue: 4, 395 - 415, 30.12.2024
https://doi.org/10.53391/mmnsa.1455355

Abstract

This article investigates the intricate relationships between sovereign credit default swaps (CDS) and various Turkish financial assets, including the US Dollar to Turkish Lira exchange rate (USDTRY), the Borsa Istanbul 100 (XU100) stock index, and government bond yields. Employing a rigorous wavelet coherence analysis that captures the timefrequency domain, this study utilizes daily data from November 2008 to July 2022 period containing important financial, economic and global health crises, such as Great Recession, European Debt Crises, and COVID-19 pandemic. The wavelet coherence results uncover that the causality between variables is contingent on both the frequency domain and evolves dynamically over time, with the most significant interdependencies manifesting in the medium term. Moreover, the analysis reveals that government bond yields, and their respective volatilities positively impact CDS spread and its volatility. Similarly, the USDTRY rate leads to positive changes in the CDS spread. By contrast, the volatility of CDS spreads positively influences foreign exchange volatility and the XU100 index volatility. The CDS spread negatively affects the XU100 index. Overall, the findings elucidate the direction of causality between Turkish CDS spread and retained Turkish financial assets and then provide valuable information on the predictive power of those securities for investors, financial risk managers, and policymakers.

Ethical Statement

Non-financial interests are directly or indirectly related to the work submitted for publication.

References

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Year 2024, Volume: 4 Issue: 4, 395 - 415, 30.12.2024
https://doi.org/10.53391/mmnsa.1455355

Abstract

References

  • [1] Della Corte, P., Sarno, L., Schmeling, M. and Wagner, C. Exchange rates and sovereign risk. Management Science, 68(8), 5557-6354, (2021).
  • [2] Calice, G. and Zeng, M. The term structure of sovereign credit default swap and the crosssection of exchange rate predictability. International Journal of Finance & Economics, 26(1), 445-458, (2021).
  • [3] O’Kane, D. The Link Between Eurozone Sovereign Debt and CDS Prices. EDHEC-Risk Climate Impact Institute: France, (2012).
  • [4] Gün, M., Kutlu, M. and Karamustafa, O. Gezi Parkı olaylarının Türkiye kredi temerrüt swapları (CDS) üzerine etkisi. Işletme Araştırmaları Dergisi, 8(1), 556–575, (2016).
  • [5] Avşarlıgil, N. and Turgut, E. A Study on the relationship between CDS premiums and stock market indices: A case of the Fragile Five Countries. Istanbul Business Research, 50(2), 275-301, (2021).
  • [6] Bernoth, K. and Herwartz, H. Exchange rates, foreign currency exposure and sovereign risk. Journal of International Money and Finance, 117, 102454, (2021).
  • [7] Tuysuz, S. Conditional correlations between stock index, investment grade yield, high yield and commodities (gold and oil) during stable and crisis periods. International Journal of Economics and Finance, 5(9), 28-44, (2013).
  • [8] Singhal, S. and Ghosh, S. Returns and volatility linkages between international crude oil price, metal and other stock indices in India: Evidence from VAR-DCC-GARCH models. Resources Policy, 50, 276-288, (2016).
  • [9] Dutta, A., Bouri, E. and Noor, M.H. Climate bond, stock, gold, and oil markets: Dynamic correlations and hedging analyses during the COVID-19 outbreak. Resources Policy, 74, 102265, (2021).
  • [10] Mariana, C.D., Ekaputra, I.A. and Husodo, Z.A. Are Bitcoin and Ethereum safe-havens for stocks during the COVID-19 pandemic?. Finance Research Letters, 38, 101798, (2021).
  • [11] Senol, Z. Borsa endeksi, döviz kuru, faiz oranları ve CDS primleri arasındaki oynaklık yayılımları: Türkiye örne˘gi. Business and Economics Research Journal, 12(1), 111-126, (2020).
  • [12] Coudert, V. and Gex, M. Credit default swap and bond markets: which leads the other. Financial Stability Review, 14, 161-167, (2010).
  • [13] Foroni, C., Ravazzolo, F. and Sadaba, B. Assessing the predictive ability of sovereign default risk on exchange rate returns. Journal of International Money and Finance, 81, 242–264, (2018).
  • [14] Kar, M. Bayat, T. Kayhan, S. Impacts of credit default swaps on volatility of the exchange rate in Turkey: The case of Euro. International Journal of Financial Studies, 4(3), 14, (2016).
  • [15] Gök, R. Causality between stock market and macroeconomic variables in Turkey: new evidence from wavelet coherence analysis. Erciyes Üniversitesi Iktisadi ve ˙ Idari Bilimler Fakültesi Dergisi, 56, 229–254, (2020).
  • [16] Münyas, T. Evaluation of the relationship between credit default swaps and euro and usd exchange rates: the case of Turkey. Business & Management Studies: An International Journal, 8(2), 1113-1130, (2020).
  • [17] Kartal, M.T., Ertu˘grul, H.M. and Ayhan, F. Determinants of sovereign credit default swap (CDS) spreads in emerging countries: evidence from Turkey. Hacettepe Üniversitesi Iktisadi ve Idari Bilimler Fakültesi Dergisi, 40(4), 742-761, (2022).
  • [18] Kirikkaleli, D., Kartal, M.T. and Adebayo, T.S. Time and frequency dependency of foreign exchange rates and country risk: evidence from Turkey. Bulletin of Monetary Economics and Banking, 25(1), 37–54, (2022).
  • [19] Oner, H. and Oner, S. How does credit default Swap premiums affect the Turkish financial markets. Quarterly Journal of Econometrics Research, 8(1), 11-22, (2022).
  • [20] Karagol, V. How vulnerable is the Turkish stock market to the credit default swap? Evidence from the markov switching GARCH model. Istanbul Iktisat Dergisi, 73(1), 513-531, (2023).
  • [21] Sunal, O. and Yağcı, F. The determinants of Turkish CDS volatility: An ARDL approach covering COVID period. Quarterly Review of Economics and Finance, 97, 10188, (2024).
  • [22] Fontana, A. and Scheicher, M. An analysis of euro area sovereign CDS and their relation with government bonds. European Central Banks, 1271, (2010).
  • [23] Aksoylu, E. and Görmüş, Ş. Gelişmekte olan ülkelerde ülke riski göstergesi olarak kredi temerrüt swapları: Asimetrik nedensellik yöntemi. Ekonomik ve Sosyal Ara¸stırmalar Dergisi, 14(1), 15–33, (2018).
  • [24] Chan, K.C., Fung, H. and Zhang, G. On the Relationship Between Asian Credit Default Swap and Equity Markets. Journal of Asian Business Studies, 4(1), 3-12, (2009).
  • [25] Hui, C. and Fong, T.P. Price cointegration between sovereign CDS and currency option markets in the financial crises of 2007–2013. International Review of Economics & Finance, 40, 174–190,(2015).
  • [26] Fung, H.G., Sierra, G.E., Yau, J. and Zhang, G. Are the U.S. Stock Market and Credit Default Swap Market Related? Evidence from the CDX Indices. Journal of Alternative Investments, 1-46, (2008).
  • [27] Liu, Y. and Morley, B. Sovereign credit default swaps and the macroeconomy. Applied Economics Letters, 19(2), 129-132, (2012).
  • [28] Coronado, M., Corzo, M.T. and Lazcano, L. A case for Europe: the relationship between Sovereign CDS and stock indexes. Frontiers in Finance and Economics, 9(2), 32-63, (2012).
  • [29] Patane, M., Tedesco, M. and Zedda, S. CDS-bond basis dynamic and credit spread price discovery: a test for European corporate and sovereign bond markets. Modern Economy, 10(8), 1984-2003, (2019).
  • [30] Li, N. The price discovery process in credit derivative market: evidence from sovereign CDS market. American Journal of Finance and Accounting, 1(4), 393–407, (2009).
  • [31] Tampakoudis, I.A., Subeniotis, D.N. and Kroustalis, I.G. Greek sovereign credit market dynamics: Credit Default Swap and bond spreads’ linkages. International Journal of Trade and Global Markets, 5(3–4), 268–280, (2012).
  • [32] Arce, O., Mayordomo, S. and Peña, J.I. Credit-risk valuation in the sovereign CDS and bonds markets: Evidence from the euro area crisis. Journal of International Money and Finance, 35, 124-145, (2013).
  • [33] Shear, F. and Butt, H.A. Relationship between stock and the sovereign CDS markets: A panel VAR based analysis. South Asian Journal of Management Sciences, 11(1), 52-67, (2017).
  • [34] Kebłowski, P. The behaviour of exchange rates in the Central European countries and credit default risk premiums. Central European Journal of Economic Modelling and Econometrics, 3(4), 221-237, (2012).
  • [35] Mouna, A. and Anis, J. Stock market, interest rate and exchange rate risk effects on non financial stock returns during the financial crisis. Journal of the Knowledge Economy, 8, 898-915, (2017).
  • [36] Kim S.J., Salem, L., Wu, E. The role of macroeconomic news in sovereign CDS markets: Domestic and spillover news effects from the US, the Eurozone and China. Journal of Financial Stability, 18, 208–224, (2015).
  • [37] Taly, I. Study on return and volatility spillover effects among stock, CDS, and foreign exchange markets in Korea. East Asian Economic Review, 19(3), 275-322, (2015).
  • [38] Hacker, R.S., Karlsson, H.K. and Månsson, K. An investigation of the causal relations between exchange rates and interest rate differentials using wavelets. International Review of Economics & Finance, 29, 321–329, (2014).
  • [39] Hammoudeh, S. and Sari, R. Financial CDS, stock market and interest rates: Which drives which?. The North American Journal of Economics and Finance, 22(3), 257-276, (2011).
  • [40] Wang, A.T., Yang, S.Y. and Yang, N.T. Information transmission between sovereign debt CDS and other financial factors - The case of Latin America. North American Journal of Economics and Finance, 26, 586-601, (2013).
  • [41] Akin, T. and Isikli, E. The relationship among sovereign credit risk premium, sovereign bonds and currency rates in fragile three countries. Journal of Business Economics and Finance, 9(3), 262-273, (2020).
  • [42] Zhu, H. An empirical comparison of credit spreads between the bond market and the credit default swap market. Journal of Financial Services Research, 29, 211-235, (2006).
  • [43] Norden, L. and Weber, M. The co-movement of credit default swap, bond and stock markets: An empirical analysis. European Financial Management, 15(3), 529–562, (2009).
  • [44] Lukkezen, J. and Bonam, D. Government spending shocks, sovereign risk and the exchange rate regime. CPB Netherlands Bureau for Economic Policy Analysis, 263, (2014).
  • [45] Hui, C.H. and Chung, T.K. Crash risk of the euro in the sovereign debt crisis of 2009–2010. Journal of Banking & Finance, 35(11), 2945–2955, (2011).
  • [46] Bekkour, L. Jin, X., Lehnert, T., Rasmouki, F. and Wolff, C. Euro at risk: The impact of member countries’ credit risk on the stability of the common currency. Journal of Empirical Finance, 33, 67–83, (2015).
  • [47] Ergenç, S. and Genç, E.G. Türkiye’de kredi temerrüt takasi primlerindeki de˘gi¸simin incelenmesi. Istanbul Ticaret Üniversitesi Sosyal Bilimler Dergisi, 19(37), 449-461, (2019).
  • [48] Shahzad, S.J.H., Mensi, W., Hammoudeh, S., Balcilar, M. and Shahbaz, M. Distribution specific dependence and causality between industry-level US credit and stock markets. Journal of International Financial Markets, Institutions and Money, 52, 114–133, (2018).
  • [49] Narayan, P.K., Sharma, S.S. and Thuraisamy, K.S. An analysis of price discovery from panel data models of CDS and equity returns. Journal of Banking & Finance, 41, 167–177, (2014).
  • [50] Hilscher, J., Pollet, J.M. and Wilson, M. Are credit default swaps a sideshow? Evidence that information flows from equity to CDS markets. Journal of Financial and Quantitative Analysis, 50(3), 543–567, (2015).
  • [51] Shahzad, S.J.H., Aloui, C. and Jammazi, R. On the interplay between US sectoral CDS, stock and VIX indices: Fresh insights from wavelet approaches. Finance Research Letters, 33, 101208, (2020).
  • [52] Ballester, L. and González-Urteaga, A. Is there a connection between sovereign CDS spreads and the stock market? Evidence for European and US returns and volatilities. Mathematics, 8(10), 1667, (2020).
  • [53] Hasbrouck, J. One security, many markets: Determining the contributions to price discovery. The Journal of Finance, 50(4), 1175-1199, (1995).
  • [54] Gonzalo, J. and Granger, C. Estimation of common long-memory components in cointegrated systems. Journal of Business & Economic Statistics, 13(1), 27-35, (1995).
  • [55] Calice, G. and Ioannidis, C. An empirical analysis of the impact of the credit default swap index market on large complex financial institutions. International Review of Financial Analysis, 25, 117–130, (2012).
  • [56] Narayan, P.K. An analysis of sectoral equity and CDS spreads. Journal of International Financial Markets, Institutions and Money, 34, 80–93, (2015).
  • [57] Byström, H. Creditgrades and the itraxx CDS index market. Financial Analysts Journal, 62(6), 65-76, (2006).
  • [58] Tuysuz S. Dynamic relation between global Islamic and conventional sectoral stock and bonds indexes. International Journal of Financial Engineering, 7(02), 2050006, (2020).
  • [59] Nguyen, T.T.H., Naeem, M.A., Balli, F., Balli, H.O. and Vo, X.V. Time-frequency comovement among green bonds, stocks, commodities, clean energy, and conventional bonds. Finance Research Letters, 40, 101739, (2021).
  • [60] Pham, L. Frequency connectedness and cross-quantile dependence between green bond and green equity markets. Energy Economics, 98, 105257, (2021).
  • [61] Diebold, F.X. and Yılmaz, K. On the network topology of variance decompositions: Measuring the connectedness of financial firms. Journal of Econometrics, 182(1), 119-134, (2014).
  • [62] Baruník, J. and Krehlík T. Measuring the frequency dynamics of financial connectedness and systemic risk. Journal of Financial Econometrics, 16(2), 271-296, (2018).
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There are 68 citations in total.

Details

Primary Language English
Subjects Financial Mathematics
Journal Section Research Articles
Authors

Şükriye Tüysüz 0000-0001-8391-6521

Mert Gül 0000-0002-6605-3274

Publication Date December 30, 2024
Submission Date March 19, 2024
Acceptance Date October 21, 2024
Published in Issue Year 2024 Volume: 4 Issue: 4

Cite

APA Tüysüz, Ş., & Gül, M. (2024). Investigating Türkiye’s financial nexus: A wavelet coherence analysis of sovereign CDS spreads, bond yields, stock index, and FX rates. Mathematical Modelling and Numerical Simulation With Applications, 4(4), 395-415. https://doi.org/10.53391/mmnsa.1455355


Math Model Numer Simul Appl - 2024 
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