Research article

The information content of the stock and bond return correlation

  • Received: 04 May 2018 Accepted: 31 July 2018 Published: 06 September 2018
  • JEL Codes: C22, G12

  • We believe that the correlation between stock and bond returns carries information for the future values of these return series and economic conditions more widely. The correlation reflects investor perceptions regarding future economic performance, with a declining and negative correlation indicating heightened economic and market risk. Using US data from 1900, we show that the correlation has predictive power for subsequent stock and bond returns and can be used in a market timing strategy to improve portfolio performance. Moreover, the correlation also predicts bear market periods. Further, the correlation contains predictive power for a set of key macroeconomic variables, and has predictive content for contractionary periods. We believe the results in the paper are of interest and relevance to academics, practitioners and policy-makers.

    Citation: David G. McMillan. The information content of the stock and bond return correlation[J]. Quantitative Finance and Economics, 2018, 2(3): 757-775. doi: 10.3934/QFE.2018.3.757

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  • We believe that the correlation between stock and bond returns carries information for the future values of these return series and economic conditions more widely. The correlation reflects investor perceptions regarding future economic performance, with a declining and negative correlation indicating heightened economic and market risk. Using US data from 1900, we show that the correlation has predictive power for subsequent stock and bond returns and can be used in a market timing strategy to improve portfolio performance. Moreover, the correlation also predicts bear market periods. Further, the correlation contains predictive power for a set of key macroeconomic variables, and has predictive content for contractionary periods. We believe the results in the paper are of interest and relevance to academics, practitioners and policy-makers.


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    [1] Andersson M (2008) Why does the correlation between stock and bond returns vary over time? Appl Financ Econ 18: 139–151. doi: 10.1080/09603100601057854
    [2] Andrews DWK (1993) Tests for parameter instability and structural change with unknown change point. Econometrica 61: 821–856. doi: 10.2307/2951764
    [3] Asgharian H, Christiansen C, Hou AJ (2016) Macro-finance determinants of the long-run stock-bond correlation: The DCC-MIDAS specification. J Financ Econ 14: 617–642.
    [4] Aslanidis N, Christiansen C (2012) Smooth transition patterns in the realized stock-bond correlation. J Empirical Finance 19: 454–464. doi: 10.1016/j.jempfin.2012.04.005
    [5] Aslanidis N, Christiansen C (2014) Quantiles of the realized stock-bond correlation and links to the macroeconomy. J Empirical Finance 28: 321–331. doi: 10.1016/j.jempfin.2014.03.007
    [6] Asness C (2003) Fight the Fed model: The relationship between future returns and stock and bond market yields. J Portfolio Manage 30: 11–24. doi: 10.3905/jpm.2003.319916
    [7] Baele L, Bekaert G, Inghelbrecht K (2010) The determinants of stock and bond return comovements. Rev Financ Stud 23: 2374–2428. doi: 10.1093/rfs/hhq014
    [8] Barsky R (1989) Why don't the prices of stocks and bonds move together? Am Econ Rev 79: 1132–1145.
    [9] Baur D, Lucey B (2009) Flights and contagion-an empirical analysis of stock bond correlations. J Financ Stab 5: 339–352. doi: 10.1016/j.jfs.2008.08.001
    [10] Baur D, Lucey B (2010) Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financ Rev 45: 217–229.
    [11] Bayraci S, Demiralay S, Gencer HG (2018) Stock-bond co-movements and flight-to-quality in G7 countries: A time-frequency analysis. Bull Econ Res 70: E29–E49. doi: 10.1111/boer.12118
    [12] Bekaert G, Engstrom E (2010) Inflation and the stock market: Understanding the Fed model. J Monetary Econ 57: 278–294. doi: 10.1016/j.jmoneco.2010.02.004
    [13] Bekeart G, Engstrom E, Grenadier S (2010) Stock and bond returns with moody investors. J Empirical Finance 17: 867–894. doi: 10.1016/j.jempfin.2010.08.004
    [14] Campbell JY, Ammer J (1993) What moves the stock and bond markets? A variance decomposition for long-term asset returns. J Finance 48: 3–37.
    [15] Campbell JY, Thompson SB (2008) Predicting excess stock returns XE "stock returns" out of sample: Can anything beat the historical average? Rev Financ Stud 21: 1509–1531. doi: 10.1093/rfs/hhm055
    [16] Chauvet M, Potter S (2000) Coincident and leading indicators of the stock market. J Empirical Finance 7: 87–111. doi: 10.1016/S0927-5398(99)00015-8
    [17] Cochrane J (2005) Asset Pricing. Princeton University Press, Princeton.
    [18] Colacito R, Engle R, Ghysels E (2011) A component model for dynamic correlations. J Econ 164: 45–59. doi: 10.1016/j.jeconom.2011.02.013
    [19] Cooper MJ, Jr RCG, Hameed A (2004) Market states and momentum. J Finance 59: 1345–1365. doi: 10.1111/j.1540-6261.2004.00665.x
    [20] Connolly R, Stivers C, Sun L (2005) Stock market uncertainty and the stock-bond return relation. J Financ Quant Anal 40: 161–194. doi: 10.1017/S0022109000001782
    [21] Connolly R, Stivers C, Sun L (2007) Commonality in the time-variation of stock-bond and stock-stock return comovements. J Financ Mark 10: 192–218. doi: 10.1016/j.finmar.2006.09.005
    [22] d'Addona S, Kind AH (2006) International stock-bond correlations in a simple affine asset pricing model. J Banking Finance 30: 2747–2765. doi: 10.1016/j.jbankfin.2005.10.007
    [23] Damodaran A (2008) What is the riskfree rate? A search for the basic building block. New York University, Stern School of Business. Available from: http://people.stern.nyu.edu/adamodar/pdfiles/papers/riskfreerate.pdf.
    [24] Dimic N, Kiviaho J, Pijak V, et al. (2016) Impact of financial market uncertainty and macroeconomic factors on stock-bond correlation in emerging markets. Res Int Bus Finance 36: 41–51. doi: 10.1016/j.ribaf.2015.09.001
    [25] Engle R (2002) Dynamic conditional correlation-a simple class of multivariate GARCH models. J Bus Econ Stat 20: 339–350. doi: 10.1198/073500102288618487
    [26] Fan J, Mitchell M (2017) Equity-bond correlation: A historical perspective. Graeme Capital Management Research Note, September, 1–3.
    [27] Gulko L (2002) Decoupling. J Portfolio Manage 28: 59–66. doi: 10.3905/jpm.2002.319843
    [28] Gupta R, Kollias C, Papadamou S, et al. (2017) News implied volatility and the stock-bond nexus: Evidence from historical data for the USA and the UK markets. Work Pap.
    [29] Harvey CR (1989) Forecasts of economic growth from the bond and stock markets. Financ Anal J 45: 38–45.
    [30] Illmanen A (2003) Expected Returns on Stocks and Bonds. J Portfolio Manage 29: 7–27. doi: 10.3905/jpm.2003.319869
    [31] Jansen ES, Teräsvirta T (1996) Testing parameter constancy and super exogeneity in econometric equations. Oxford Bull Econ Stat 58: 735–768.
    [32] Johnson N, Naik V, Pedersen N, et al. (2013) The stock-bond correlation. Pimco Quantitative Research, November, 1–12.
    [33] Kollias C, Papadamou S, Arvanitis V (2013) Does terrorism affect the stock-bond covariance? Evidence from European countries. South Econ J 79: 832–848.
    [34] Li L (2002) Macroeconomic factors and the correlation of stock and bond returns. Yale International Center for Finance Working Paper.
    [35] Maio P (2013) The FED XE "FED" model and the predictability of stock returns XE "stock returns". Rev Finance 17: 1489–1533. doi: 10.1093/rof/rfs025
    [36] Mamaysky H (2002) Market prices of risk and return predictability in a joint stock-bond pricing model. Yale ICF Working Paper No. 02-25.
    [37] McAleer M, Medeiros MC (2008) Realized volatility: A review. Econ Rev 27: 10–45. doi: 10.1080/07474930701853509
    [38] Ohmi H, Okimoto T (2016) Trends in stock-bond correlations. Appl Econ 48: 536–552. doi: 10.1080/00036846.2015.1083088
    [39] Rankin E, Idil MS (2014) A century of stock-bond correlations. Reserve Bank of Australia Bulletin, September, 67–74.
    [40] Sakemoto R (2018) Comovement between equity and bond markets. Int Rev Econ Finance 53: 25–38. doi: 10.1016/j.iref.2017.10.013
    [41] Shiller RJ, Beltratti AE (1992) Stock prices and bond yields: Can their comovements be explained in terms of present value models? J Monetary Econ 30: 25–46. doi: 10.1016/0304-3932(92)90042-Z
    [42] van Dijk D, Teräsvirta T, Franses PH (2002) Smooth transition autoregressive models-a survey of recent developments. Econ Rev 21: 1–47. doi: 10.1081/ETC-120008723
    [43] Welch I, Goyal A (2008) A comprehensive look at the empirical performance of equity premium prediction. Soc Sci Electron Publishing 21: 1455–1508.
    [44] Wu SJ, Lee WM (2015) Intertemporal risk-return relationships in bull and bear markets. Int Rev Econ Finance 38: 308–325. doi: 10.1016/j.iref.2015.03.008
    [45] Yang J, Zhou Y, Wang Z (2009) The stock-bond correlation and macroeconomic conditions: One and a half centuries of evidence. J Banking Finance 33: 670–680. doi: 10.1016/j.jbankfin.2008.11.010
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