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Non-linear Tradeoff between Risk and Return: A Regime-switching Multi-factor Framework

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Modeling and Simulation in Engineering, Economics, and Management (MS 2013)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 145))

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Abstract

This study develops a multi-factor framework where not only the market risk is considered but also potential changes in the investment opportunity set. Although previous studies find no clear evidence about a positive and significant relation between return and risk, favourable evidence can be obtained if a non-linear relation is established. The positive and significant tradeoff between return and risk is essentially observed during low volatility periods suggesting a procyclical risk aversion of investors. Different patterns for the risk premium dynamics in low and high volatility periods are obtained, both in risk prices and risk (conditional second moments) patterns.

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References

  1. Sharpe, W.: Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk. Journal of Finance 19(3), 425–442 (1964)

    MathSciNet  Google Scholar 

  2. Glosten, L., Jagannathan, R., Runkle, D.: On the relation between the expected value and the variance of the nominal excess return on stocks. Journal of Finance 48(5), 1779–1801 (1993)

    Article  Google Scholar 

  3. Merton, R.: An intertemporal asset pricing model. Econometrica 41(5), 867–888 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  4. Goyal, A., Santa-Clara, P.: Idiosyncratic risk matters! Journal of Finance 58(3), 975–1008 (2003)

    Article  Google Scholar 

  5. Bollerslev, T.: Generalised autoregressive conditional heteroskedasticity. Journal of Econometrics 31(3), 307–327 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  6. Leon, A., Nave, J., Rubio, G.: The relationship between risk and expected return in Europe. Journal of Banking and Finance 31(2), 495–512 (2007)

    Article  Google Scholar 

  7. Scruggs, J.: Resolving the puzzling intertemporal relation between the market risk premium and conditional market variance: A two-factor approach. Journal of Finance 53(2), 575–603 (1998)

    Article  Google Scholar 

  8. Whitelaw, R.: Stock market risk and return: an equilibrium approach. Review of Financial Studies 13(3), 521–547 (2000)

    Article  Google Scholar 

  9. Mayfield, S.: Estimating the market risk premium. Journal of Financial Economics 73(3), 867–887 (2004)

    Google Scholar 

  10. Campbell, J.Y., Cochrane, J.: Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behaviour. Journal of Political Economy 107(2), 205–251 (1999)

    Article  Google Scholar 

  11. Ghysels, E., Santa-Clara, P., Valkanov, R.: There is a risk–return trade-off after all. Journal of Financial Economics 76(3), 509–548 (2005)

    Article  Google Scholar 

  12. Bali, T., Engle, R.: The ICAPM with Dynamic Conditional Correlations. Journal of Monetary Economics 57(4), 377–390 (2010)

    Article  Google Scholar 

  13. Capiello, L., Fearnley, T.: International CAPM with Regime-Switching Parameters. In: FAME Research Paper Series rp17, International Center for Financial Asset Management and Engineering, Geneva, Switzerland. (2000)

    Google Scholar 

  14. Lundblad, C.: The risk-return trade-off in the long run: 1836-2003. Journal of Financial Economics 85(1), 123–150 (2007)

    Article  Google Scholar 

  15. Baba, Y., Engle, R., Kraft, D., Kroner, K.: Multivariate simultaneous generalized ARCH, Unpublished Working Paper (University of California at San Diego) (1990)

    Google Scholar 

  16. Bollerslev, T., Wooldridge, J.: Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances. Econometric Reviews 11(2), 143–172 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  17. Sarno, L., Valente, G.: The cost of carry model and regime shifts in stock index futures markets: An empirical investigation. The Journal of Futures Markets 20(7), 603–624 (2000)

    Article  Google Scholar 

  18. Kim, S.W., Lee, B.S.: Stock Returns, Asymmetric Volatility, Risk Aversion, and Business Cycle: Some New Evidence. Economic Inquiry 46(2), 131–148 (2008)

    Article  Google Scholar 

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Aragó, V., Salvador, E. (2013). Non-linear Tradeoff between Risk and Return: A Regime-switching Multi-factor Framework. In: Fernández-Izquierdo, M.Á., Muñoz-Torres, M.J., León, R. (eds) Modeling and Simulation in Engineering, Economics, and Management. MS 2013. Lecture Notes in Business Information Processing, vol 145. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38279-6_7

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  • DOI: https://doi.org/10.1007/978-3-642-38279-6_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38278-9

  • Online ISBN: 978-3-642-38279-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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