Probability Theory
Asymptotic behavior of the distribution of the stock price in models with stochastic volatility: the Hull–White model
[Comportement asymptotique de la distribution du prix de l'action dans les modèles à volatilité stochastique : le modèle de Hull–White]
Comptes Rendus. Mathématique, Tome 343 (2006) no. 8, pp. 519-523.

La présente Note étudie le comportement asymptotique de la densité de distribution du processus du prix de l'action dans le modèle de Hull–White. On determine la partie principale dans le développement asymptotique en zéro et en l'infini pour une telle densité et on estime l'erreur correspondante. Des problèmes similaires se résolvent pour les moyennes temporelles du processus de volatilité qui sont aussi intéressants dans l'étude des options asiatiques.

In the present Note, we study the asymptotic behavior of the distribution density of the stock price process in the Hull–White model. The leading terms in the asymptotic expansions at zero and infinity are found for such a density and the corresponding error estimates are given. Similar problems are solved for time averages of the volatility process, which are also of interest in the study of Asian options.

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Accepté le :
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DOI : 10.1016/j.crma.2006.09.029
Gulisashvili, Archil 1 ; Stein, Elias M. 2

1 Department of Mathematics, Ohio University, Athens, OH 45701, USA
2 Department of Mathematics, Princeton University, Princeton, NJ 08540, USA
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Gulisashvili, Archil; Stein, Elias M. Asymptotic behavior of the distribution of the stock price in models with stochastic volatility: the Hull–White model. Comptes Rendus. Mathématique, Tome 343 (2006) no. 8, pp. 519-523. doi : 10.1016/j.crma.2006.09.029. http://www.numdam.org/articles/10.1016/j.crma.2006.09.029/

[1] Alili, L.; Gruet, J.C. An explanation of a generalized Boujerol's identity in terms of hyperbolic geometry (Yor, M., ed.), Exponential Functionals and Principal Values Related to Brownian Motion, Biblioteca de la Revista Matemática Ibero-Americana, Revista Matemática Iberoamericana, Madrid, 1997, pp. 15-33

[2] Dufresne, D. The integral of geometric Brownian motion, Adv. Appl. Probab., Volume 33 (2001), pp. 223-241

[3] Fouque, J.-P.; Papanicolaou, G.; Sircar, K.R. Derivatives in Financial Markets with Stochastic Volatility, Cambridge University Press, Cambridge, 2000

[4] Hull, J.; White, A. The pricing of options on assets with stochastic volatilities, J. Finance, Volume 42 (1987), pp. 281-300

[5] Matsumoto, H.; Yor, M. On Dufresne's relation between the probability laws of exponential functionals of Brownian motions with different drifts, Adv. Appl. Probab., Volume 35 (2003), pp. 184-206

[6] Schröder, M. On the integral of geometric Brownian motion, Adv. Appl. Probab., Volume 35 (2003), pp. 159-183

[7] Stein, E.M.; Stein, J. Stock price distributions with stochastic volatility: An analytic approach, Rev. Financial Stud., Volume 4 (1991), pp. 727-752

[8] Yor, M. On some exponential functionals of Brownian motion, Adv. Appl. Probab., Volume 24 (1992), pp. 509-531

[9] Yor, M. Exponential Functionals of Brownian Motion and Related Processes, Springer-Verlag, Berlin, 2001

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