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Measuring Investors' Risk Appetite

Author

Listed:
  • Prasanna Gai

    (Bank of England)

  • Nicholas Vause

    (Bank of England)

Abstract
This paper proposes a method for measuring investor risk appetite based on the variation in the ratio of risk-neutral to subjective probabilities used by investors in evaluating possible future returns to an asset. Unlike other indicators advanced in the literature, our measure of market sentiment distinguishes risk appetite from risk aversion, and is reported in levels rather than changes. Implementation of the approach yields results that respond to crises and other major economic events in a plausible manner.

Suggested Citation

  • Prasanna Gai & Nicholas Vause, 2006. "Measuring Investors' Risk Appetite," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
    • Handle: RePEc:ijc:ijcjou:y:2006:q:1:a:5
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    References listed on IDEAS

    as
    1. Danthine, Jean-Pierre & Donaldson, John B., 2014. "Intermediate Financial Theory," Elsevier Monographs, Elsevier, edition 3, number 9780123865496.
    2. repec:bla:jfinan:v:53:y:1998:i:5:p:1563-1587 is not listed on IDEAS
    3. Ait-Sahalia, Yacine & Lo, Andrew W., 2000. "Nonparametric risk management and implied risk aversion," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 9-51.
    4. Bollerslev, Tim & Gibson, Michael & Zhou, Hao, 2011. "Dynamic estimation of volatility risk premia and investor risk aversion from option-implied and realized volatilities," Journal of Econometrics, Elsevier, vol. 160(1), pages 235-245, January.
    5. John Y. Campbell & Robert J. Shiller, 1988. "Stock Prices, Earnings and Expected Dividends," Cowles Foundation Discussion Papers 858, Cowles Foundation for Research in Economics, Yale University.
    6. Manmohan S. Kumar & Avinash Persaud, 2002. "Pure Contagion and Investors’ Shifting Risk Appetite: Analytical Issues and Empirical Evidence," International Finance, Wiley Blackwell, vol. 5(3), pages 401-436, November.
    7. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    8. repec:bla:jfinan:v:43:y:1988:i:3:p:661-76 is not listed on IDEAS
    9. Marcello Pericoli & Massimo Sbracia, 2006. "The CAPM and the risk appetite index; theoretical differences and empirical similarities," Temi di discussione (Economic working papers) 586, Bank of Italy, Economic Research and International Relations Area.
    10. Miroslav Misina, 2003. "What does the risk-appetite index measure?," Economics Bulletin, AccessEcon, vol. 28(6), pages 1-6.
    11. repec:bla:jfinan:v:59:y:2004:i:1:p:407-446 is not listed on IDEAS
    12. repec:bla:intfin:v:5:y:2002:i:3:p:401-36 is not listed on IDEAS
    13. Jackwerth, Jens Carsten, 2000. "Recovering Risk Aversion from Option Prices and Realized Returns," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 433-451.
    14. Kenneth A. Froot & Paul G. J. O'Connell, 2003. "The Risk Tolerance of International Investors," NBER Working Papers 10157, National Bureau of Economic Research, Inc.
    15. 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.
    16. Nikola Tarashev & Kostas Tsatsaronis & Dimitrios Karampatos, 2003. "Investors' attitude towards risk: what can we learn from options?," BIS Quarterly Review, Bank for International Settlements, June.
    17. Martin Scheicher, 2003. "What drives investor risk aversion? Daily evidence from the German equity market," BIS Quarterly Review, Bank for International Settlements, June.
    18. Kothari, S. P. & Shanken, Jay, 1992. "Stock return variation and expected dividends : A time-series and cross-sectional analysis," Journal of Financial Economics, Elsevier, vol. 31(2), pages 177-210, April.
    19. repec:ebl:ecbull:v:28:y:2003:i:6:p:a6 is not listed on IDEAS
    20. Nicholas Barberis & Ming Huang & Tano Santos, 2001. "Prospect Theory and Asset Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 1-53.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    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
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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