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Dynamics of Subjective Risk Premia

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  • Nagel, Stefan
  • Xu, Zhengyang

Abstract

We examine subjective risk premia implied by return expectations of individual investors and professionals for aggregate portfolios of stocks, bonds, currencies, and commodity futures. While in-sample predictive regressions with realized excess returns suggest that objective risk premia vary countercyclically with business cycle variables and aggregate asset valuation measures, subjective risk premia extracted from survey data do not comove much with these variables. This lack of cyclicality of subjective risk premia is a pervasive property that holds in expectations of different groups of market participants and in different asset classes. A similar lack of cyclicality appears in out-of-sample fore- casts of excess returns, which suggests that investors’ learning of forecasting relationships in real time may explain much of the cyclicality gap. These findings cast doubt on models that explain time-varying objective risk premia inferred from in-sample regressions with countercyclical variation in perceived risk or risk aversion. We further find a link between subjective perceptions of risk and subjective risk premia, which points toward a positive risk-return tradeoff in subjective beliefs.

Suggested Citation

  • Nagel, Stefan & Xu, Zhengyang, 2022. "Dynamics of Subjective Risk Premia," CEPR Discussion Papers 17064, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17064
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    2. Andries, Marianne & Bianchi, Milo & Huynh, Karen & Pouget, Sébastien, 2024. "Return Predictability, Expectations, and Investment: Experimental Evidence," TSE Working Papers 1561, Toulouse School of Economics (TSE).
    3. Lansing, Kevin J., 2024. "Replicating business cycles and asset returns with sentiment and low risk aversion," Journal of Economic Dynamics and Control, Elsevier, vol. 167(C).
    4. Pflueger, Carolin, 2025. "Back to the 1980s or not? The drivers of inflation and real risks in Treasury bonds," Journal of Financial Economics, Elsevier, vol. 167(C).
    5. Constantin Charles & Cary Frydman & Mete Kilic, 2024. "Insensitive Investors," Journal of Finance, American Finance Association, vol. 79(4), pages 2473-2503, August.
    6. Han, Leyla Jianyu, 2025. "Announcements, expectations, and stock returns with asymmetric information," Journal of Monetary Economics, Elsevier, vol. 151(C).
    7. Chaudhry, Aditya, 2025. "The impact of prices on analyst cash flow expectations: Reconciling subjective beliefs data with rational discount rate variation," Journal of Financial Economics, Elsevier, vol. 171(C).
    8. Michael D Bauer & Carolin E Pflueger & Adi Sunderam, 2024. "Perceptions About Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(4), pages 2227-2278.
    9. Charles, Constantin & Frydman, Cary & Kilic, Mete, 2024. "Insensitive investors," LSE Research Online Documents on Economics 120788, London School of Economics and Political Science, LSE Library.
    10. Michael Bauer & Mikhail Chernov, 2024. "Interest Rate Skewness and Biased Beliefs," Journal of Finance, American Finance Association, vol. 79(1), pages 173-217, February.
    11. Bro, Jeppe & Eriksen, Jonas N., 2025. "Subjective expectations and house prices," Journal of Banking & Finance, Elsevier, vol. 172(C).
    12. Magnus Dahlquist & Markus Ibert, 2024. "Equity Return Expectations and Portfolios: Evidence from Large Asset Managers," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1887-1928.
    13. Kenneth Eva & Fabian Winkler, 2023. "A Comprehensive Empirical Evaluation of Biases in Expectation Formation," Finance and Economics Discussion Series 2023-042, Board of Governors of the Federal Reserve System (U.S.).
    14. Li, Kai & Liu, Jun, 2023. "Extrapolative asset pricing," Journal of Economic Theory, Elsevier, vol. 210(C).

    More about this item

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • E70 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - General

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