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The time-varying risk–return trade-off and its explanatory and predictive factors

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  • Alemany, Nuria
  • Aragó, Vicent
  • Salvador, Enrique

Abstract

We analyze the intertemporal dimension of the risk–return trade-off and determine the drivers that better explain and predict its evolution. To this end, we propose a novel estimate of the relationship between return and risk where we generate time variation in the trade-off without conditioning the estimates to any state variable. We compare this dynamic approach with time-invariant or state-dependent estimates and observe that our dynamic method reasonably aligns with the constant (state dependent) methods but it offers a much broader picture of the risk–return trade-off. We also link its evolution to a set of macroeconomic, systematic and sentiment or uncertainty risk factors. We find that the risk–return relationship is positive during expansionary periods but it decreases during recessionary periods where occasionally even turns out negative. Our main conclusions hold for the consideration of hedging components, different MV-GARCH models or window lengths and several proxies of market returns and risk.

Suggested Citation

  • Alemany, Nuria & Aragó, Vicent & Salvador, Enrique, 2023. "The time-varying risk–return trade-off and its explanatory and predictive factors," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
  • Handle: RePEc:eee:ecofin:v:68:y:2023:i:c:s1062940823000761
    DOI: 10.1016/j.najef.2023.101953
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    References listed on IDEAS

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    1. Ivo Welch & Amit Goyal, 2008. "A Comprehensive Look at The Empirical Performance of Equity Premium Prediction," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1455-1508, July.
    2. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    3. Joseph Haubrich & George Pennacchi & Peter Ritchken, 2012. "Inflation Expectations, Real Rates, and Risk Premia: Evidence from Inflation Swaps," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1588-1629.
    4. Abel, Andrew B., 1988. "Stock prices under time-varying dividend risk : An exact solution in an infinite-horizon general equilibrium model," Journal of Monetary Economics, Elsevier, vol. 22(3), pages 375-393.
    5. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
    6. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    7. Doron Avramov & Tarun Chordia, 2006. "Asset Pricing Models and Financial Market Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 1001-1040.
    8. Liu, Xiaochun, 2017. "Unfolded risk-return trade-offs and links to Macroeconomic Dynamics," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 1-19.
    9. Jiang, Xiaoquan & Lee, Bong-Soo, 2014. "The intertemporal risk-return relation: A bivariate model approach," Journal of Financial Markets, Elsevier, vol. 18(C), pages 158-181.
    10. Sei‐Wan Kim & Bong‐Soo Lee, 2008. "Stock Returns, Asymmetric Volatility, Risk Aversion, And Business Cycle: Some New Evidence," Economic Inquiry, Western Economic Association International, vol. 46(2), pages 131-148, April.
    11. Whitelaw, Robert F, 2000. "Stock Market Risk and Return: An Equilibrium Approach," The Review of Financial Studies, Society for Financial Studies, vol. 13(3), pages 521-547.
    12. Kinnunen, Jyri, 2014. "Risk-return trade-off and serial correlation: Do volume and volatility matter?," Journal of Financial Markets, Elsevier, vol. 20(C), pages 1-19.
    13. Bali, Turan G. & Engle, Robert F., 2010. "The intertemporal capital asset pricing model with dynamic conditional correlations," Journal of Monetary Economics, Elsevier, vol. 57(4), pages 377-390, May.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Risk-return trade-off; Participation effect; Flight-to-safety; Macroeconomic factors; Systematic factors; Sentiment factors;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G19 - Financial Economics - - General Financial Markets - - - Other

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