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Analyzing determinants of bond yield spreads with Bayesian Model Averaging

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  • Maltritz, Dominik
  • Molchanov, Alexander

Abstract

This paper analyzes determinants of country default risk in emerging markets, reflected by sovereign yield spreads. The results reported so far in the literature are heterogeneous with respect to significant explanatory variables. This could indicate a high degree of uncertainty about the “true” regression model. We use Bayesian Model Averaging as the model selection method in order to find the variables which are most likely to determine credit risk. We document that total debt, history of recent default, currency depreciation, and growth rate of foreign currency reserves as well as market sentiments are the key drivers of yield spreads.

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  • Maltritz, Dominik & Molchanov, Alexander, 2013. "Analyzing determinants of bond yield spreads with Bayesian Model Averaging," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5275-5284.
  • Handle: RePEc:eee:jbfina:v:37:y:2013:i:12:p:5275-5284
    DOI: 10.1016/j.jbankfin.2013.07.007
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    7. Dachraoui, Hajer & Smida, Mounir & Sebri, Maamar, 2020. "Role of capital flight as a driver of sovereign bond spreads in Latin American countries," International Economics, Elsevier, vol. 162(C), pages 15-33.
    8. Guillaume Belly & Lukas Boeckelmann & Carlos Mateo Caicedo Graciano & Alberto Di Iorio & Klodiana Istrefi & Vasileios Siakoulis & Arthur Stalla‐Bourdillon, 2023. "Forecasting sovereign risk in the Euro area via machine learning," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(3), pages 657-684, April.
    9. Jose E. Gomez-Gonzalez & Jorge M. Uribe & Oscar M. Valencia, 2023. "Sovereign Risk and Economic Complexity: Machine Learning Insights on Causality and Prediction," IREA Working Papers 202315, University of Barcelona, Research Institute of Applied Economics, revised Nov 2023.
    10. Taguchi, Hiroyuki, 2021. "Determinants of country risk premium revisit: Evidence for emerging market and developing economies," MPRA Paper 107078, University Library of Munich, Germany.
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    12. Iván M. Rodríguez & Krishnan Dandapani & Edward R. Lawrence, 2019. "Measuring Sovereign Risk: Are CDS Spreads Better than Sovereign Credit Ratings?," Financial Management, Financial Management Association International, vol. 48(1), pages 229-256, March.
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    14. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar, 2024. "Sovereign Risk and Economic Complexity," IDB Publications (Working Papers) 13393, Inter-American Development Bank.
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    16. Menna Bizuneh & Menelik Geremew, 2021. "Assessing the Impact of Covid-19 Pandemic on Emerging Market Economies’ (EMEs) Sovereign Bond Risk Premium and Fiscal Solvency," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 47(4), pages 519-545, October.
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    More about this item

    Keywords

    Sovereign bond yield spreads; Country default risk; Bayesian Model Averaging;
    All these keywords.

    JEL classification:

    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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