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Erschienen in: Finance and Stochastics 2/2012

01.04.2012

Singular risk-neutral valuation equations

verfasst von: Cristina Costantini, Marco Papi, Fernanda D’Ippoliti

Erschienen in: Finance and Stochastics | Ausgabe 2/2012

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Abstract

Many risk-neutral pricing problems proposed in the finance literature do not admit closed-form expressions and have to be dealt with by solving the corresponding partial integro-differential equation. Often, these PIDEs have singular diffusion matrices and coefficients that are not Lipschitz-continuous up to the boundary. In addition, in general, boundary conditions are not specified. In this paper, we prove existence and uniqueness of (continuous) viscosity solutions for linear PIDEs with all the above features, under a Lyapunov-type condition. Our results apply to European and Asian option pricing, in jump-diffusion stochastic volatility and path-dependent volatility models. We verify our Lyapunov-type condition in several examples, including the arithmetic Asian option in the Heston model.

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Fußnoten
1
The Heston model is considered in Example 3.6 in Pascucci [28], but Assumption 3.3 is not satisfied as (3.9) does not hold.
 
2
Admissibility restrictions on the parameters required for the existence of an affine process are discussed, e.g., in Duffie et al. [14].
 
3
This condition ensures that the volatility process V is always positive if V 0 is positive; see Heston [20].
 
Literatur
1.
Zurück zum Zitat Alibaud, N.: Existence, uniqueness and regularity for nonlinear parabolic equations with nonlocal terms. Nonlinear Differ. Equ. Appl. 14, 259–289 (2007) MathSciNetMATHCrossRef Alibaud, N.: Existence, uniqueness and regularity for nonlinear parabolic equations with nonlocal terms. Nonlinear Differ. Equ. Appl. 14, 259–289 (2007) MathSciNetMATHCrossRef
2.
Zurück zum Zitat Alvarez, O., Tourin, A.: Viscosity solutions of nonlinear integro-differential equations. Ann. Inst. Henri Poincaré, Anal. Non Linéaire 13, 293–317 (1996) MathSciNetMATH Alvarez, O., Tourin, A.: Viscosity solutions of nonlinear integro-differential equations. Ann. Inst. Henri Poincaré, Anal. Non Linéaire 13, 293–317 (1996) MathSciNetMATH
3.
Zurück zum Zitat Amadori, A.: Uniqueness and comparison properties of the viscosity solution to some singular HJB equations. Nonlinear Differ. Equ. Appl. 14, 391–409 (2007) MathSciNetMATHCrossRef Amadori, A.: Uniqueness and comparison properties of the viscosity solution to some singular HJB equations. Nonlinear Differ. Equ. Appl. 14, 391–409 (2007) MathSciNetMATHCrossRef
4.
Zurück zum Zitat Bakshi, G., Cao, C., Chen, Z.: Empirical performance of alternative option pricing models. J. Finance 52, 2003–2049 (1997) CrossRef Bakshi, G., Cao, C., Chen, Z.: Empirical performance of alternative option pricing models. J. Finance 52, 2003–2049 (1997) CrossRef
5.
Zurück zum Zitat Bardi, M., Capuzzo Dolcetta, I.: Optimal Control and Viscosity Solutions of Hamilton–Jacobi–Bellman Equations, Systems & Control: Foundations & Applications. Birkhäuser, Boston (1997) CrossRef Bardi, M., Capuzzo Dolcetta, I.: Optimal Control and Viscosity Solutions of Hamilton–Jacobi–Bellman Equations, Systems & Control: Foundations & Applications. Birkhäuser, Boston (1997) CrossRef
6.
Zurück zum Zitat Barles, G., Souganidis, P.E.: Convergence of approximation schemes for fully nonlinear equations. Asymptot. Anal. 4, 271–283 (1991) MathSciNetMATH Barles, G., Souganidis, P.E.: Convergence of approximation schemes for fully nonlinear equations. Asymptot. Anal. 4, 271–283 (1991) MathSciNetMATH
7.
Zurück zum Zitat Barucci, E., Polidoro, S., Vespri, V.: Some results on partial differential equations and Asian options. Math. Models Methods Appl. Sci. 11, 475–497 (2001) MathSciNetMATHCrossRef Barucci, E., Polidoro, S., Vespri, V.: Some results on partial differential equations and Asian options. Math. Models Methods Appl. Sci. 11, 475–497 (2001) MathSciNetMATHCrossRef
8.
Zurück zum Zitat Bates, D.S.: Jumps and stochastic volatility: Exchange rate processes implicit in Deutsche Mark options. Rev. Financ. Stud. 9, 69–107 (1996) CrossRef Bates, D.S.: Jumps and stochastic volatility: Exchange rate processes implicit in Deutsche Mark options. Rev. Financ. Stud. 9, 69–107 (1996) CrossRef
9.
Zurück zum Zitat Bernaschi, M., Briani, M., Papi, M., Vergni, D.: Scenario-generation methods for an optimal public debt strategy. Quant. Finance 7, 217–229 (2007) MATHCrossRef Bernaschi, M., Briani, M., Papi, M., Vergni, D.: Scenario-generation methods for an optimal public debt strategy. Quant. Finance 7, 217–229 (2007) MATHCrossRef
10.
Zurück zum Zitat Crandall, M.G., Ishii, H., Lions, P.L.: User’s guide to viscosity solutions of second order partial differential equations. Bull. Am. Math. Soc. 27, 1–67 (1992) MathSciNetMATHCrossRef Crandall, M.G., Ishii, H., Lions, P.L.: User’s guide to viscosity solutions of second order partial differential equations. Bull. Am. Math. Soc. 27, 1–67 (1992) MathSciNetMATHCrossRef
11.
Zurück zum Zitat Di Francesco, M., Pascucci, A.: On the complete model with stochastic volatility by Hobson and Rogers. Proc. R. Soc. Lond. A 460, 3327–3338 (2004) MATHCrossRef Di Francesco, M., Pascucci, A.: On the complete model with stochastic volatility by Hobson and Rogers. Proc. R. Soc. Lond. A 460, 3327–3338 (2004) MATHCrossRef
12.
Zurück zum Zitat Di Francesco, M., Polidoro, S.: Schauder estimates, Harnack inequalities and Gaussian lower bound for Kolmogorv-type operators in non-divergence form. Adv. Differ. Equ. 11, 1261–1320 (2006) MATH Di Francesco, M., Polidoro, S.: Schauder estimates, Harnack inequalities and Gaussian lower bound for Kolmogorv-type operators in non-divergence form. Adv. Differ. Equ. 11, 1261–1320 (2006) MATH
13.
Zurück zum Zitat Duffie, D., Pan, J., Singleton, K.: Transform analysis and asset pricing for affine jump-diffusions. Econometrica 68, 1343–1376 (2000) MathSciNetMATHCrossRef Duffie, D., Pan, J., Singleton, K.: Transform analysis and asset pricing for affine jump-diffusions. Econometrica 68, 1343–1376 (2000) MathSciNetMATHCrossRef
14.
Zurück zum Zitat Duffie, D., Filipović, D., Schachermayer, W.: Affine processes and applications in finance. Ann. Appl. Probab. 13, 984–1053 (2003) MathSciNetMATHCrossRef Duffie, D., Filipović, D., Schachermayer, W.: Affine processes and applications in finance. Ann. Appl. Probab. 13, 984–1053 (2003) MathSciNetMATHCrossRef
15.
Zurück zum Zitat Ekström, E., Tysk, J.: The Black–Scholes equation in stochastic volatility models. J. Math. Anal. Appl. 368, 498–507 (2010) MathSciNetMATHCrossRef Ekström, E., Tysk, J.: The Black–Scholes equation in stochastic volatility models. J. Math. Anal. Appl. 368, 498–507 (2010) MathSciNetMATHCrossRef
16.
Zurück zum Zitat Ethier, S.N., Kurtz, T.G.: Markov Processes: Characterization and Convergence. Wiley, Hoboken (2005) MATH Ethier, S.N., Kurtz, T.G.: Markov Processes: Characterization and Convergence. Wiley, Hoboken (2005) MATH
17.
Zurück zum Zitat Falcone, M., Makridakis, C.: Numerical Methods for Viscosity Solutions and Applications. Series on Advances in Mathematics for Applied Sciences, vol. 59. World Scientific, River Edge (2001) MATHCrossRef Falcone, M., Makridakis, C.: Numerical Methods for Viscosity Solutions and Applications. Series on Advances in Mathematics for Applied Sciences, vol. 59. World Scientific, River Edge (2001) MATHCrossRef
18.
Zurück zum Zitat Fleming, W.H., Soner, M.: Controlled Markov Processes and Viscosity Solutions. Springer, New York (1993) MATH Fleming, W.H., Soner, M.: Controlled Markov Processes and Viscosity Solutions. Springer, New York (1993) MATH
19.
Zurück zum Zitat Has’minski, R.Z.: Stochastic Stability of Differential Equations. Sijthoff and Noordhoff, Alphen aan den Rijn (1980) Has’minski, R.Z.: Stochastic Stability of Differential Equations. Sijthoff and Noordhoff, Alphen aan den Rijn (1980)
20.
Zurück zum Zitat Heston, S.: A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financ. Stud. 6, 327–343 (1993) CrossRef Heston, S.: A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financ. Stud. 6, 327–343 (1993) CrossRef
22.
Zurück zum Zitat Ishii, H., Kobayasi, K.: On the uniqueness and existence of solutions of fully nonlinear parabolic PDEs under the Osgood-type condition. Differ. Integral Equ. 7, 909–920 (1994) MathSciNetMATH Ishii, H., Kobayasi, K.: On the uniqueness and existence of solutions of fully nonlinear parabolic PDEs under the Osgood-type condition. Differ. Integral Equ. 7, 909–920 (1994) MathSciNetMATH
23.
Zurück zum Zitat Jakobsen, E.R., Karlsen, K.H.: Continuous dependence estimates for viscosity solutions of integro-PDEs. J. Differ. Equ. 212, 278–318 (2005) MathSciNetMATHCrossRef Jakobsen, E.R., Karlsen, K.H.: Continuous dependence estimates for viscosity solutions of integro-PDEs. J. Differ. Equ. 212, 278–318 (2005) MathSciNetMATHCrossRef
24.
Zurück zum Zitat Jakobsen, E.R., Karlsen, K.H.: A “maximum principle for semicontinuous functions” applicable to integro-partial differential equations. Nonlinear Differ. Equ. Appl. 13, 137–165 (2006) MathSciNetMATHCrossRef Jakobsen, E.R., Karlsen, K.H.: A “maximum principle for semicontinuous functions” applicable to integro-partial differential equations. Nonlinear Differ. Equ. Appl. 13, 137–165 (2006) MathSciNetMATHCrossRef
25.
Zurück zum Zitat Janson, S., Tysk, J.: Feynman–Kac formulas for Black–Scholes type operators. Bull. Lond. Math. Soc. 38, 269–282 (2006) MathSciNetMATHCrossRef Janson, S., Tysk, J.: Feynman–Kac formulas for Black–Scholes type operators. Bull. Lond. Math. Soc. 38, 269–282 (2006) MathSciNetMATHCrossRef
26.
Zurück zum Zitat Lando, D.: On Cox processes and credit risky securities. Rev. Deriv. Res. 2, 99–120 (1998) Lando, D.: On Cox processes and credit risky securities. Rev. Deriv. Res. 2, 99–120 (1998)
27.
Zurück zum Zitat Monti, L., Pascucci, A.: Obstacle problem for arithmetic Asian options. C. R. Math. Acad. Sci. Paris 347, 1443–1446 (2009) MathSciNetMATH Monti, L., Pascucci, A.: Obstacle problem for arithmetic Asian options. C. R. Math. Acad. Sci. Paris 347, 1443–1446 (2009) MathSciNetMATH
28.
29.
Zurück zum Zitat Pham, H.: Optimal stopping of controlled jump-diffusion processes: A viscosity solution approach. J. Math. Syst. Estim. Control 8, 1–27 (1998) MathSciNet Pham, H.: Optimal stopping of controlled jump-diffusion processes: A viscosity solution approach. J. Math. Syst. Estim. Control 8, 1–27 (1998) MathSciNet
31.
Zurück zum Zitat Stroock, D., Varadhan, S.R.S.: Multidimensional Diffusion Processes. Springer, Berlin (1979) MATH Stroock, D., Varadhan, S.R.S.: Multidimensional Diffusion Processes. Springer, Berlin (1979) MATH
Metadaten
Titel
Singular risk-neutral valuation equations
verfasst von
Cristina Costantini
Marco Papi
Fernanda D’Ippoliti
Publikationsdatum
01.04.2012
Verlag
Springer-Verlag
Erschienen in
Finance and Stochastics / Ausgabe 2/2012
Print ISSN: 0949-2984
Elektronische ISSN: 1432-1122
DOI
https://doi.org/10.1007/s00780-011-0166-8

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