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On risk factors of the stock–bond correlation

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  • Marcello Pericoli

Abstract

The correlation between stock and bond returns, which went from positive in the 1980–1990s to negative in the 2000–2010s, is analysed with a model that simultaneously determines the price of stocks and bonds as dependent on the real interest rate, economic growth and inflation. The analysis finds that the structural reversal of the correlation in the United States and Germany largely depends on the dynamics of inflation, which has gone from counter‐cyclical to pro‐cyclical. In turn, inflation is likely to be pro‐cyclical when it is low or negative and propelled by demand rather than supply shocks. A negative correlation implies that bonds can hedge the risk of stocks when the economy is in poor condition, thus increasing the demand for bonds. However, central‐bank purchases of long‐term bonds have increased the correlation and made portfolio immunization more difficult for investors.

Suggested Citation

  • Marcello Pericoli, 2020. "On risk factors of the stock–bond correlation," International Finance, Wiley Blackwell, vol. 23(3), pages 392-416, December.
  • Handle: RePEc:bla:intfin:v:23:y:2020:i:3:p:392-416
    DOI: 10.1111/infi.12369
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    1. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    2. Robert F. Engle & Kevin Sheppard, 2001. "Theoretical and Empirical properties of Dynamic Conditional Correlation Multivariate GARCH," NBER Working Papers 8554, National Bureau of Economic Research, Inc.
    3. Lingfeng Li, 2003. "Macroeconomic Factors and the Correlation of Stock and Bond Returns," Yale School of Management Working Papers ysm328, Yale School of Management.
    4. Werner, Thomas & Lemke, Wolfgang, 2009. "The term structure of equity premia in an affine arbitrage-free model of bond and stock market dynamics," Working Paper Series 1045, European Central Bank.
    5. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    6. Harrison, J. Michael & Kreps, David M., 1979. "Martingales and arbitrage in multiperiod securities markets," Journal of Economic Theory, Elsevier, vol. 20(3), pages 381-408, June.
    7. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    8. Campbell, John Y. & Sunderam, Adi & Viceira, Luis M., 2017. "Inflation Bets or Deflation Hedges? The Changing Risks of Nominal Bonds," Critical Finance Review, now publishers, vol. 6(2), pages 263-301, September.
    9. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    10. Lingfeng Li, 2003. "Macroeconomic Factors and the Correlation of Stock and Bond Returns," Yale School of Management Working Papers ysm324, Yale School of Management.
    11. Lieven Baele, 2010. "The Determinants of Stock and Bond Return Comovements," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2374-2428, June.
    12. Marcello Pericoli & Massimo Sbracia, 2003. "A Primer on Financial Contagion," Journal of Economic Surveys, Wiley Blackwell, vol. 17(4), pages 571-608, September.
    13. Guidolin, Massimo & Timmermann, Allan, 2007. "Asset allocation under multivariate regime switching," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3503-3544, November.
    14. Dongho Song, 2017. "Bond Market Exposures to Macroeconomic and Monetary Policy Risks," Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2761-2817.
    15. Henrik Hasseltoft & Dominic Burkhardt, 2012. "Understanding Asset Correlations," Swiss Finance Institute Research Paper Series 12-38, Swiss Finance Institute.
    16. Lieven Baele & Geert Bekaert & Koen Inghelbrecht, 2007. "The determinants of stock and bond return comovements," Working Paper Research 119, National Bank of Belgium.
    17. Alexander David & Pietro Veronesi, 2013. "What Ties Return Volatilities to Price Valuations and Fundamentals?," Journal of Political Economy, University of Chicago Press, vol. 121(4), pages 682-746.
    18. Geert Bekaert & Steven R. Grenadier, 1999. "Stock and Bond Pricing in an Affine Economy," NBER Working Papers 7346, National Bureau of Economic Research, Inc.
    19. Hasseltoft, Henrik, 2012. "Stocks, Bonds, and Long-Run Consumption Risks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(2), pages 309-332, April.
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