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International equity and bond market dynamics an asymmetric error correction study of united states, india and brazil

Author

Listed:
  • Munawar Sayyad

    (IFHE (ICFAI Foundation For Higher Education) University, IBS Hyderabad)

  • Pat Obi

    (Purdue University Northwest)

  • Kaushik Bhattacharjee

    (IFHE (ICFAI Foundation For Higher Education) University, IBS Hyderabad)

Abstract

Using the recently developed nonlinear autoregressive distributed lag (NARDL) model, this study examines the dynamic linkages between bond and equity markets over an extended period that encompasses the time from March 2016 to November 2020. Financial market variables were obtained for U.S., India, and Brazil, three large economies at different stages of economic development. The target variable is the slope of the yield curve, measured as the yield difference between 10-year and 3-month government bonds. Equity market variables are stock returns and implied volatility. A pre-post examination of the slope shows that the distributional properties of the variables changed markedly over the sample period. However, empirical results confirm cointegration but with significant nonlinearities. Policy recommendations on targeted fiscal intervention and asset allocation are offered.

Suggested Citation

  • Munawar Sayyad & Pat Obi & Kaushik Bhattacharjee, 2022. "International equity and bond market dynamics an asymmetric error correction study of united states, india and brazil," Economics Bulletin, AccessEcon, vol. 42(1), pages 69-82.
  • Handle: RePEc:ebl:ecbull:eb-21-00915
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    References listed on IDEAS

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    1. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    2. Neaime, Simon, 2012. "The global financial crisis, financial linkages and correlations in returns and volatilities in emerging MENA stock markets," Emerging Markets Review, Elsevier, vol. 13(3), pages 268-282.
    3. Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    4. Baek, Seungho & Mohanty, Sunil K. & Glambosky, Mina, 2020. "COVID-19 and stock market volatility: An industry level analysis," Finance Research Letters, Elsevier, vol. 37(C).
    5. Mirko Abbritti & Salvatore Dell’Erba & Antonio Moreno & Sergio Sola, 2018. "Global Factors in the Term Structure of Interest Rates," International Journal of Central Banking, International Journal of Central Banking, vol. 14(2), pages 301-340, March.
    6. Ji, Qiang & Bouri, Elie & Roubaud, David, 2018. "Dynamic network of implied volatility transmission among US equities, strategic commodities, and BRICS equities," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 1-12.
    7. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    8. Simon Grima & Luca Caruana, 2017. "The Effect of the Financial Crisis on Emerging Markets: A Comparative Analysis of the Stock Market Situation Before and After," European Research Studies Journal, European Research Studies Journal, vol. 0(4B), pages 727-753.
    9. Dave Altig & Scott Baker & Jose Maria Barrero & Nick Bloom & Philip Bunn & Scarlet Chen & Steven J Davis & Julia Leather & Brent Meyer & Emil Mihaylov & Paul Mizen & Nick Parker & Thomas Renault & Paw, 2020. "Economic uncertainty before and during the Covid-19 pandemic," Bank of England working papers 876, Bank of England.
    10. Demirovic, Amer & Guermat, Cherif & Tucker, Jon, 2017. "The relationship between equity and bond returns: An empirical investigation," Journal of Financial Markets, Elsevier, vol. 35(C), pages 47-64.
    11. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2013. "Dynamic co-movements of stock market returns, implied volatility and policy uncertainty," Economics Letters, Elsevier, vol. 120(1), pages 87-92.
    12. Monica Singhania & Jugal Anchalia, 2013. "Volatility in Asian stock markets and global financial crisis," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 10(3), pages 333-351, October.
    13. John Beirne Beirne & Nuobu Renzhi & Eric Alexander Sugandi & Ulrich Volz, 2020. "Financial Market and Capital Flow Dynamics During the COVID-19 Pandemic," ADBI Working Papers 1158, Asian Development Bank Institute.
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    More about this item

    Keywords

    Yield curve; implied volatility; NARDL; Asymmetric cointegration; Causality;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • F3 - International Economics - - International Finance

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