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Comparison of Option Prices in Semimartingale Models

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Abstract

In this paper we generalize the recent comparison results of El Karoui et al. (Math Finance 8:93–126, 1998), Bellamy and Jeanblanc (Finance Stoch 4:209–222, 2000) and Gushchin and Mordecki (Proc Steklov Inst Math 237:73–113, 2002) to d-dimensional exponential semimartingales. Our main result gives sufficient conditions for the comparison of European options with respect to martingale pricing measures. The comparison is with respect to convex and also with respect to directionally convex functions. Sufficient conditions for these orderings are formulated in terms of the predictable characteristics of the stochastic logarithm of the stock price processes. As examples we discuss the comparison of exponential semimartingales to multivariate diffusion processes, to stochastic volatility models, to Lévy processes, and to diffusions with jumps. We obtain extensions of several recent results on nontrivial price intervals. A crucial property in this approach is the propagation of convexity property. We develop a new approach to establish this property for several further examples of univariate and multivariate processes.

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References

  1. Barndorff-Nielsen O.E. (1977) Exponentially decreasing distributions for the logarithm of particle size. Proc R Soc Lond Ser A 353, 401–419

    Article  Google Scholar 

  2. Bellamy N., Jeanblanc M. (2000) Incompleteness of markets driven by a mixed diffusion. Finance Stoch 4, 209–222

    Article  MathSciNet  Google Scholar 

  3. Bergman Y.Z., Grundy B.D., Wiener Z. (1996) General properties of option prices. J Finance 51, 1573–1610

    Article  Google Scholar 

  4. Chan T. (1999) Pricing contingent claims on stocks driven by Lévy processes. Ann Appl Probab 9, 504–528

    Article  MathSciNet  Google Scholar 

  5. Davis M.H.A. (1997). Option pricing in incomplete markets. In: Dempster M., Pliska S. (eds). Mathematics of derivative securities. Cambridge University Press, Cambridge, pp. 216–226

    Google Scholar 

  6. Delbaen F., Schachermayer W. (1996) The variance optimal martingale measure for continuous processes. Bernoulli 2, 81–105

    Article  MathSciNet  Google Scholar 

  7. Eberlein E., Jacod J. (1997) On the range of options prices. Finance Stoch 1, 131–140

    Article  Google Scholar 

  8. El Karoui N., Jeanblanc-Picqué M., Shreve S.E. (1998) Robustness of the Black and Scholes formula. Math Finance 8, 93–126

    Article  MathSciNet  Google Scholar 

  9. Frey R. (1997) Derivative asset analysis in models with level-dependent and stochastic volatility. CWI Q 10, 1–34

    MathSciNet  MATH  Google Scholar 

  10. Frey R., Sin C.A. (1999) Bounds on European option prices under stochastic volatility. Math Finance 9, 97–116

    Article  MathSciNet  Google Scholar 

  11. Frittelli M. (2000) The minimal entropy martingale measure and the valuation problem in incomplete markets. Math Finance 10, 39–52

    Article  MathSciNet  Google Scholar 

  12. Goll T., Kallsen J. (2000) Optimal portfolios for logarithmic utility. Stoch Proc Appl 89, 31–48

    Article  MathSciNet  Google Scholar 

  13. Goll T., Rüschendorf L. (2001) Minimax and minimal distance martingale measures and their relationship to portfolio optimization. Finance Stoch 5, 557–581

    Article  MathSciNet  Google Scholar 

  14. Gushchin A.A., Mordecki E. (2002) Bounds on option prices for semimartingale market models. Proc Steklov Inst Math 237, 73–113

    MathSciNet  MATH  Google Scholar 

  15. Henderson V. (2005) Analytical comparisons of option prices in stochastic volatility models. Math Finance 15, 49–59

    Article  MathSciNet  Google Scholar 

  16. Henderson V., Hobson D.G. (2003) Coupling and option price comparisons in a jump-diffusion model. Stoch Stoch Rep 75, 79–101

    Article  MathSciNet  Google Scholar 

  17. Henderson V., Hobson D.G., Howison S., Kluge T. (2005) A comparison of q-optimal option prices in a stochastic volatility model with correlation. Rev Derivatives 8, 5–25

    Article  Google Scholar 

  18. Heston S.L. (1993) A closed form solution for options with stochastic volatility with applications to bond and currency options. Rev Financ Stud 6, 327–343

    Article  MathSciNet  Google Scholar 

  19. Hobson D.G. (1998) Volatility misspecification, option pricing and superreplication via coupling. Ann Appl Probab 8, 193–205

    Article  MathSciNet  Google Scholar 

  20. Hodges S.D., Neuberger A. (1989) Optimal replication of contingent claims under transaction costs. Rev Futures Mark 8, 222–239

    Google Scholar 

  21. Hofmann N., Platen E., Schweizer M. (1992) Option pricing under incompleteness and stochastic volatility. Math Finance 2, 153–187

    Article  Google Scholar 

  22. Hull D., White A. (1987) The pricing of options on assets with stochastic volatilities. J Finance 42, 281–300

    Article  Google Scholar 

  23. Jacod J., Shiryaev A.N. (2003). Limit theorems for stochastic processes 2nd edn. Springer, Berlin Heidelberg New York

    Book  Google Scholar 

  24. Jakubenas P. (2002) On option pricing in certain incomplete markets. Proc Steklov Inst Math 237, 114–133

    MathSciNet  MATH  Google Scholar 

  25. Janson S., Tysk J. (2004) Preservation of convexity of solutions to parabolic equations. J Diff Eq 206, 182–226

    Article  MathSciNet  Google Scholar 

  26. Kallsen, J. Duality links between portfolio optimization and derivative pricing. Universität Freiburg, Preprint 40 (1998)

  27. Keller, U. Realistic modelling of financial derivatives. Dissertation, Universität Freiburg,http://www.mathfinance.ma.tum.de/personen/kallsen.php1997

  28. Kloeden P., Platen E. (1992) Numerical solution of stochastic differential equations. Springer, Berlin Heidelberg New York

    Book  Google Scholar 

  29. Liu X.Q., Li C.W. (2000) Weak approximations and extrapolations of stochastic differential equations with jumps. SIAM J Numer Anal 37, 1747–1767

    Article  MathSciNet  Google Scholar 

  30. Martini C. (1999) Propagation of convexity by Markovian and martingalian semigroups. Potential Anal 10, 133–175

    Article  MathSciNet  Google Scholar 

  31. Masuda H. (2004) On multidimensional Ornstein–Uhlenbeck processes driven by a general Lévy process. Bernoulli 10, 97–120

    Article  MathSciNet  Google Scholar 

  32. Møller T. (2004) Stochastic orders in dynamic reinsurance markets. Finance Stoch 8, 479–499

    Article  MathSciNet  Google Scholar 

  33. Müller A., Stoyan D. (2002) Comparison methods for stochastic models and risks. Wiley, Chichester

    MATH  Google Scholar 

  34. Rüschendorf L. (2002) On upper and lower prices in discrete-time models. Proc Steklov Inst Math 237, 134–139

    MathSciNet  MATH  Google Scholar 

  35. Rüschendorf L., Rachev S.T. (1990) A characterization of random variables with minimum L 2-distance. J Mult Anal 32, 48–54

    Article  MathSciNet  Google Scholar 

  36. Sato K.-I. (1999) Lévy processes and infinitely divisible distributions. Studies in advanced mathematics, vol. 68, Cambridge University Press, Cambridge

    MATH  Google Scholar 

  37. Schweizer M. (1996) Approximation pricing and the variance-optimal martingale measure. Ann Probab 24, 206–236

    Article  MathSciNet  Google Scholar 

  38. Scott L. (1987) Option pricing when the variance changes randomly: theory, estimation and an application. J Financ Quant Anal 22, 419–438

    Article  Google Scholar 

  39. Stein E.M., Stein J.C. (1991) Stock price distributions with stochastic volatility: an analytic . Rev Financ Stud 4, 727–752

    Article  Google Scholar 

  40. Wiggins J.B. (1987) Option valuation under stochastic volatility: theory and empirical estimates. J Financ Econ 19, 351–372

    Article  Google Scholar 

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Correspondence to Ludger Rüschendorf.

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Bergenthum, J., Rüschendorf, L. Comparison of Option Prices in Semimartingale Models. Finance Stochast. 10, 222–249 (2006). https://doi.org/10.1007/s00780-006-0001-9

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