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The performance of model based option trading strategies

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Abstract

This paper analyzes returns to trading strategies in options markets that exploit information given by a theoretical asset pricing model. We examine trading strategies in which a positive portfolio weight is assigned to assets which market prices exceed the price of a theoretical asset pricing model. We investigate portfolio rules which mimic standard mean-variance analysis is used to construct optimal model based portfolio weights. In essence, these portfolio rules allow estimation risk, as well as price risk to be approximately hedged. An empirical exercise shows that the portfolio rules give out-of-sample Sharpe ratios exceeding unity for S&P 500 options. Portfolio returns have no discernible correlation with systematic risk factors, which is troubling for traditional risk based asset pricing explanations.

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References

  • Ait-Sahalia Y., Brandt M. (2001) Variable selection for portfolio choice. Journal of Finance 56: 1297–1351

    Article  Google Scholar 

  • Andersen T. G., Benzoni L., Lund J. (2002) An empirical investigation of continuous-time models for equity returns. Journal of Finance 57: 1239–1284

    Article  Google Scholar 

  • Bakshi G., Cao C., Chen Z. (1997) Empirical performance of alternative option pricing models. Journal of Finance 52: 2003–2049

    Article  Google Scholar 

  • Bakshi G., Kapadia N. (2003) Delta hedged gains and the negative volatility risk premium. Review of Financial Studies 16: 527–566

    Article  Google Scholar 

  • Bansal R., Yaron A. (2004) Risks for the long run: A potential resolution of asset pricing puzzles. Journal of Finance 59: 1481–1509

    Article  Google Scholar 

  • Bates D. (1996) Jump and stochastic volatility: Exchange rate processes implicit in deutsche mark options. Review of Financial Studies 9: 69–107

    Article  Google Scholar 

  • Bates D. (2000) Post-’87 crash fears in S&P 500 futures options. Journal of Econometrics 94: 181–238

    Article  Google Scholar 

  • Black, F. (1976). Studies in stock price volatility changes. In Proceedings of the 1976 meeting of the business and economic statistics section, American Statistical Association (pp. 177–181).

  • Coval D. J., Shumway T. (2001) Expected option returns. Journal of Finance 56: 983–1010

    Article  Google Scholar 

  • Driessen J., Maenhout P. (2007) An empirical portfolio perspective on option pricing anomalies. Review of Finance 11(4): 561–603

    Article  Google Scholar 

  • Duffie D., Pan J., Singleton K.J. (2000) Transform analysis and asset pricing for affine jump-diffusions. Econometrica 68: 1343–1376

    Article  Google Scholar 

  • Eraker B. (2004) Do stock prices and volatility jump? Reconciling evidence from spot and option prices. Journal of Finance 59: 1367–1403

    Article  Google Scholar 

  • Eraker B., Johannes M. J., Polson N. G. (2003) The impact of jumps in returns and volatility. Journal of Finance 53: 1269–1300

    Article  Google Scholar 

  • Eraker B., Shaliastovich I. (2008) An equilibrium guide to designing affine pricing models. Mathematical Finance 18(4): 519–543

    Article  Google Scholar 

  • Gallant A. R., Tauchen G. (1996) Which moments to match?. Econometric Theory 12: 657–681

    Article  Google Scholar 

  • Gourieroux C., Monfort A., Renault E. (1993) Indirect inference. Journal of Applied Econometrics 8: S85–S118

    Article  Google Scholar 

  • Heston S. (1993) Closed-form solution of options with stochastic volatility with application to bond and currency options. Review of Financial Studies 6: 327–343

    Article  Google Scholar 

  • Johannes, M., Polson, N. G., & Stroud, J. (2002). Sequential optimal portfolio performance: Market and volatility timing, Working paper, Columbia University and University of Chicago.

  • Jones C. (2006) A nonlinear factor analysis of S&P 500 index option returns. Journal of Finance 62(5): 2325–2363

    Article  Google Scholar 

  • Memmel C. (2003) Performance hypothesis testing with the sharpe ratio. Finance Letters 1: 21–23

    Google Scholar 

  • Pan J. (2002) The jump-risk premia implicit in options: evidence from an integrated time-series study. Journal of Financial Economics 63: 3–50

    Article  Google Scholar 

  • Santa-Clara P., Saretto A. (2009) Option strategies: Good deals and margin cals. Journal of Financial Markets 12: 391–417

    Article  Google Scholar 

Download references

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Correspondence to Bjørn Eraker.

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Eraker, B. The performance of model based option trading strategies. Rev Deriv Res 16, 1–23 (2013). https://doi.org/10.1007/s11147-012-9079-8

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  • DOI: https://doi.org/10.1007/s11147-012-9079-8

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