A Malliavin calculus method to study densities of additive functionals of SDE's with irregular drifts
Annales de l'I.H.P. Probabilités et statistiques, Tome 48 (2012) no. 3, pp. 871-883.

On introduit une méthode générale qui permet l'utilisation du Calcul de Malliavin pour des fonctionnelles additives générées par des équations stochastiques avec une dérive irrégulière. Cette méthode utilise le théorème de Girsanov avec l'expansion d'Itô-Taylor pour obtenir la régularité de la densité. On applique cette méthodologie pour au cas de l'intégrale en temps d'une diffusion avec derive mesurable bornée.

We present a general method which allows to use Malliavin Calculus for additive functionals of stochastic equations with irregular drift. This method uses the Girsanov theorem combined with Itô-Taylor expansion in order to obtain regularity properties for this density. We apply the methodology to the case of the Lebesgue integral of a diffusion with bounded and measurable drift.

DOI : 10.1214/11-AIHP418
Classification : 60H07, 60H10
Mots-clés : Malliavin calculus, non-smooth drift, density function
@article{AIHPB_2012__48_3_871_0,
     author = {Kohatsu-Higa, Arturo and Tanaka, Akihiro},
     title = {A {Malliavin} calculus method to study densities of additive functionals of {SDE's} with irregular drifts},
     journal = {Annales de l'I.H.P. Probabilit\'es et statistiques},
     pages = {871--883},
     publisher = {Gauthier-Villars},
     volume = {48},
     number = {3},
     year = {2012},
     doi = {10.1214/11-AIHP418},
     mrnumber = {2976567},
     zbl = {1248.60058},
     language = {en},
     url = {http://archive.numdam.org/articles/10.1214/11-AIHP418/}
}
TY  - JOUR
AU  - Kohatsu-Higa, Arturo
AU  - Tanaka, Akihiro
TI  - A Malliavin calculus method to study densities of additive functionals of SDE's with irregular drifts
JO  - Annales de l'I.H.P. Probabilités et statistiques
PY  - 2012
SP  - 871
EP  - 883
VL  - 48
IS  - 3
PB  - Gauthier-Villars
UR  - http://archive.numdam.org/articles/10.1214/11-AIHP418/
DO  - 10.1214/11-AIHP418
LA  - en
ID  - AIHPB_2012__48_3_871_0
ER  - 
%0 Journal Article
%A Kohatsu-Higa, Arturo
%A Tanaka, Akihiro
%T A Malliavin calculus method to study densities of additive functionals of SDE's with irregular drifts
%J Annales de l'I.H.P. Probabilités et statistiques
%D 2012
%P 871-883
%V 48
%N 3
%I Gauthier-Villars
%U http://archive.numdam.org/articles/10.1214/11-AIHP418/
%R 10.1214/11-AIHP418
%G en
%F AIHPB_2012__48_3_871_0
Kohatsu-Higa, Arturo; Tanaka, Akihiro. A Malliavin calculus method to study densities of additive functionals of SDE's with irregular drifts. Annales de l'I.H.P. Probabilités et statistiques, Tome 48 (2012) no. 3, pp. 871-883. doi : 10.1214/11-AIHP418. http://archive.numdam.org/articles/10.1214/11-AIHP418/

[1] V. Bally. Lower bounds for the density of locally elliptic Itô processes. Ann. Probab. 34 (2006) 2406-2440. | MR | Zbl

[2] R. F. Bass and E. Pardoux. Uniqueness for diffusions with piecewise constant coefficients. Probab. Theory Related Fields 76 (1987) 557-572. | MR | Zbl

[3] F. Flandoli. Remarks on uniqueness and strong solutions to deterministic and stochastic differential equations. Metrika 69 (2009) 101-123. | MR

[4] E. Fedrizzi and F. Flandoli. Pathwise uniqueness and continuous dependence for SDEs with nonregular drift. Preprint, 2010. | MR | Zbl

[5] A. Figalli. Existence and uniqueness of martingale solutions for SDEs with rough or degenerate coefficients. J. Funct. Anal. 254 (2008) 109-153. | MR | Zbl

[6] I. Gyongy and T. Martinez. On stochastic differential equations with locally unbounded drift. Czechoslovak Math. J. 51 (2001) 763-783. | MR | Zbl

[7] N. Ikeda and S. Watanabe. Stochastic Differential Equations and Diffusion Processes, 2nd edition. North-Holland, Kodansha, Amsterdam, 1989. | MR | Zbl

[8] I. Karatzas and S. E. Shreve. Brownian Motion and Stochastic Calculus, 2nd edition. Springer-Verlag, New York, 1991. | MR | Zbl

[9] A. Kohatsu-Higa. Lower bounds for densities of uniformly elliptic non-homogeneous diffusions. Proceedings of the Stochastic Inequalities Conference in Barcelona. Progr. Probab. 56 (2003) 323-338. | MR | Zbl

[10] A. N. Krylov. On weak uniqueness for some diffusions with discontinuous coefficients. Stochastic. Process. Appl. 113 (2004) 37-64. | MR | Zbl

[11] N. V. Krylov and M. Rockner. Strong solutions of stochastic equations with singular time dependent drift. Probab. Theory Related Fields 131 (2005) 691-708. | MR | Zbl

[12] S. Kusuoka and D. Stroock. Applications of the Malliavin calculus, Part I. Stochastic analysis. In Proceedings Taniguchi International Symposium Katata and Kyoto 1982 271-306. North Holland, Amsterdam, 1984. | MR | Zbl

[13] S. Kusuoka and D. Stroock. Applications of the Malliavin calculus, Part II. J. Fac. Sci. Univ. Tokyo Sect IA Math. 32 (1985) 1-76. | MR | Zbl

[14] S. Kusuoka and D. Stroock. Applications of the Malliavin calculus, Part III. J. Fac. Sci. Univ. Tokyo Sect IA Math. 34 (1987) 391-442. | MR | Zbl

[15] O. A. Ladyženskaja, V. A. Solonnikov and N. N. Ural'Ceva. Linear and Quasilinear Equations of Parabolic Type. Translations of Mathematical Monographs 23. Amer. Math. Soc., Providence, RI, 1968. | Zbl

[16] C. Le Bris and P. L. Lions. Existence and uniqueness of solutions to Fokker-Planck type equations with irregular coefficients. Comm. Partial Differential Equations 33 (2008) 1272-1317. | MR | Zbl

[17] C. Le Bris and P. L. Lions. Renormalized solutions of some transport equations with partially W 1,1 velocities and applications. Ann. Mat. Pura Appl. (4) 183 (2004) 97-130. | MR | Zbl

[18] P. Mathieu. Dirichlet processes associated to diffusions. Stochastics Stochastics Rep. 71 (2001) 165-176. | MR | Zbl

[19] D. Nualart. Analysis on Wiener Space and Anticipating Stochastic Calculus. In Lectures on Probability Theory and Statistics: Ecole d'Ete de Probabilites de Saint-Flour XXV 123-227. Lecture Notes in Math. 1690, 1998. | MR | Zbl

[20] D. Nualart. The Malliavin Calculus and Related Topics. Springer-Verlag, Berlin, 2006. | MR | Zbl

[21] D. Nualart. The Malliavin Calculus ans Its Applications. CBMS Regional Conference Series in Mathematics 110. Amer. Math. Soc., Providence, RI, 2009. | MR | Zbl

[22] N. I. Portenko. Generalized Diffusion Processes. Translations of Mathematical Monographs 83. Amer. Math. Soc., Providence, RI, 1990. | MR | Zbl

[23] P. E. Protter. Stochastic Integration and Differential Equations, 2nd edition. Springer-Verlag, New York, 2004. | MR | Zbl

[24] D. Stroock. Diffusion semigroups corresponding to uniformly elliptic divergence form operators. In Séminaire de probabilités de Strasbourg XXII 316-347. Springer, Berlin, 1988. | Numdam | MR | Zbl

[25] J. A. Verentennikov. On strong solutions and explicit formulas for solutions of stochastic integral equations. Math. USSR Sbornik 39 (1981) 387-403. | Zbl

[26] S. Watanabe. Fractional order Sobolev spaces on Wiener space. Probab. Theory Related Fields 95 (1993) 175-198. | MR | Zbl

[27] G. G. Yin and C. Zhu. Hybrid Switching Diffusions: Properties and Applications. Stochastic Modelling and Applied Probability 63. Springer, New York, 2010. | MR | Zbl

[28] X. Zhang. Strong solutions of SDES with singular drift and Sobolev diffusion coefficients. Stochastic. Process. Appl. 115 (2005) 1805-1818. | MR | Zbl

Cité par Sources :