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Asymmetric Volatility and Dynamic Asset Allocation

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  • Meng-Sung Hsieh

Abstract

This paper devises a stochastic volatility feedback (SVF) model to investigate the economic importance of the leverage and volatility feedback effects, both of which are the two main explanations for volatility asymmetry. We perform the dynamic asset allocation model under the SVF model and then assess the economic performances for the corresponding optimal investment strategies. Our findings are as follows. (i) the volatility feedback effect drives the intertemporal hedging demand, in contrast, the leverage effect has a minor effect on it; (ii) a longer investment horizon or a higher current volatility enhance the volatility feedback effect; (iii) ignoring the volatility feedback effect would suffer from tremendous economic loss.

Suggested Citation

  • Meng-Sung Hsieh, 2016. "Asymmetric Volatility and Dynamic Asset Allocation," Accounting and Finance Research, Sciedu Press, vol. 5(2), pages 126-126, May.
  • Handle: RePEc:jfr:afr111:v:5:y:2016:i:2:p:126
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    References listed on IDEAS

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    1. Duan, Jin-Chuan, 1997. "Augmented GARCH (p,q) process and its diffusion limit," Journal of Econometrics, Elsevier, vol. 79(1), pages 97-127, July.
    2. Campbell, John Y. & Hentschel, Ludger, 1992. "No news is good news *1: An asymmetric model of changing volatility in stock returns," Journal of Financial Economics, Elsevier, vol. 31(3), pages 281-318, June.
    3. Wu, Guojun, 2001. "The Determinants of Asymmetric Volatility," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 837-859.
    4. Jun Liu & Francis A. Longstaff & Jun Pan, 2003. "Dynamic Asset Allocation with Event Risk," Journal of Finance, American Finance Association, vol. 58(1), pages 231-259, February.
    5. Brennan, Michael J. & Schwartz, Eduardo S. & Lagnado, Ronald, 1997. "Strategic asset allocation," Journal of Economic Dynamics and Control, Elsevier, vol. 21(8-9), pages 1377-1403, June.
    6. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    7. Jun Liu, 2007. "Portfolio Selection in Stochastic Environments," Review of Financial Studies, Society for Financial Studies, vol. 20(1), pages 1-39, January.
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    More about this item

    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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