Abstract
We give a formula of expanding the solution of a stochastic differential equation (abbreviated as SDE) into a finite Itô-Wiener chaos with explicit residual. And then we apply this formula to obtain several inequalities for diffusions such as FKG type inequality, variance inequality and a correlation inequality for Gaussian measure. A simple proof for Houdré-Kagan's variance inequality for Gaussian measure is also given.
Similar content being viewed by others
REFERENCES
Bakry D., and Emery M. (1985). Diffusions hypercontractives, Spinger-Verlag, Sem. Prob. XIV, Lecture Notes in Mathematics 1123, 177–206.
Bakry D., and Michel D. (1992). Sur les inégalités FKG, Springer-Verlag, Sem. Prob. XXVI, Lecture Notes in Mathematics 1526, 170–188.
Borell C. (1981). A Gaussian correlation inequality for certain bodies in ℜd, Math. Ann. 256, 569–575.
Bouleau N, and Lépingle, D. (1994). Numerical methods for Stochastic Processes, John Wiley and Sons Inc.
Dellacherie C., Meyer, P. A., and Maisonneuve, B. (1992). Probabilités et Potentiel, Vol. 5.
Fernández, R., Frölich, J., and Sokal, A. D. (1992). Random Walks, Critical Phenomena, and triviality in Quantum Field Theory, Springer.
Glimm, J., and Jaffe, A. (1987). Quantum Physics, A Functional Integral Point of View, Sec. Edition, Springer.
Houdré, C. (1994). L 2-expansion via iterated gradients: Ornstein-Uhlenbeck semigroup and entropy, Preprint.
Houdré, C., and Kagan, A. (1995). Variance inequalities for functions of Gaussian variables, J. Theor. Prob. 8, 23–30.
Houdré, C., and Pérez-Abreu, V. (1995). Covariance identities and inequalities for functional on Wiener space and Poisson space, Ann. Prob. 23, 400–419.
Hu, Y. Z., and Meyer, P. A. (1988). Chaos de Wiener et intégrales de Feynman, Springer, Sem. Prob. XXIII, Lecture Notes in Mathematics 1321, 51–71.
Isobe, E., and Sato, Sh. (1983). Wiener-Hermite expansion of a process generated by an Itô stochastic differential equation, J. Appl. Prob. 20, 754–765.
Itô, K. (1951). Multiple Wiener integrals, J. Math. Soc. Japan 3, 157–169.
Ledoux, M. (1993). L'algèbre de Lie des gradients itérés d'un générateur Markovien, C. R. 317, 1049–1052.
Ledoux, M. (1995). L'algèbre de Lie des gradients itérés d'un générateur Markovien—Développements de moyennes et entropies, Ann. Sci. Ecole Norm. Sup. 28, 435–460.
Pitt, L. D. (1977). A Gaussian correlation inequality for symmetric convex sets, Ann. Prob. 5, 470–474.
Sugita, H. (1992). Various topologies in the Wiener space and Lévy stochastic area, Prob. Th. Rel. Fields 91, 283–296.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Hu, Y. Itô-Wiener Chaos Expansion with Exact Residual and Correlation, Variance Inequalities. Journal of Theoretical Probability 10, 835–848 (1997). https://doi.org/10.1023/A:1022654314791
Issue Date:
DOI: https://doi.org/10.1023/A:1022654314791