Skip to main content
Log in

Nonlinear transformations of the canonical gauss measure on Hilbert space and absolute continuity

  • Published:
Acta Applicandae Mathematica Aims and scope Submit manuscript

Abstract

The papers of R. Ramer and S. Kusuoka investigate conditions under which the probability measure induced by a nonlinear transformation on abstract Wiener space(γ,H,B) is absolutely continuous with respect to the abstract Wiener measureμ. These conditions reveal the importance of the underlying Hilbert spaceH but involve the spaceB in an essential way. The present paper gives conditions solely based onH and takes as its starting point, a nonlinear transformationT=I+F onH. New sufficient conditions for absolute continuity are given which do not seem easily comparable with those of Kusuoka or Ramer but are more general than those of Buckdahn and Enchev. The Ramer-Itô integral occurring in the expression for the Radon-Nikodym derivative is studied in some detail and, in the general context of white noise theory it is shown to be an anticipative stochastic integral which, under a stronger condition on the weak Gateaux derivative of F is directly related to the Ogawa integral.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Buckdahn, R.: Anticipative Girsanov transformations,Probab. Theory Related Fields 89 (1991), 211–238.

    Google Scholar 

  2. Cameron, R. H. and Martin, W. T.: The transformations of Wiener integral by nonlinear transformations,Trans. Amer. Math. Soc. 66 (1949), 253–283.

    Google Scholar 

  3. Dellacherie, C. and Meyer, P. A.:Probabilities and Potential, North-Holland, Amsterdam, 1975.

    Google Scholar 

  4. Enchev, O.: Anticipative Girsanov transformations, Preprint, 1991.

  5. Feldman, J.: Equivalance and perpendicularity of Gaussian processes,Pacific J. Math. 8 (1958), 699–708.

    Google Scholar 

  6. Gohberg, I. C. and Krein, M. G.:Introduction to Linear Non-self Adjoint Operators (English trans.), Amer. Math. Soc. Providence, 1969.

  7. Gohberg, I. C. and Krein, M. G.:Theory and Applications of Volterra Operators in Hilbert Space (English trans.) Amer. Math. Soc. Providence, 1970.

  8. Gross, L.: Integration and nonlinear transformations in Hilbert space,Trans. Amer. Math. Soc. 94 (1960), 404–440.

    Google Scholar 

  9. Johnson, G. W. and Kallianpur, G.: Homogeneous chaos,p-forms, scaling and the Feynman integral,Trans. Amer. Math. Soc. 340 (1993), 503–548.

    Google Scholar 

  10. Kailath, T. and Duttweiler, D.: An RKHS approach to detection and estimation problems — Part III: Generalized innovations representations and a likelihood-ratio formula,IEEE Trans. Inf. Theory IT-18 (1972), 730–745.

    Google Scholar 

  11. Kallianpur, G. and Oodaira, H.: Non-anticipative representations of equivalent Gaussian processes,Ann. Probab. 1 (1973), 104–122.

    Google Scholar 

  12. Kallianpur, G.:Stochastic Filtering Theory, Springer-Verlag, New York, 1980.

    Google Scholar 

  13. Kallianpur, G. and Karandikar, R. L.:White Noise Theory of Prediction, Filtering and Smoothing, Gordon and Breach, New York, 1988.

    Google Scholar 

  14. Kusuoka, S.: The nonlinear transformation of Gaussian measure on Banach space and its absolute continuity (I),J. Fac. Sci. Univ. Tokyo Sec. 1A Math. 24 (1982), 567–597.

    Google Scholar 

  15. Nualart, D.: Nonlinear transformations of the Wiener measure and applications, in E. Meyer-Wolfet al. (eds),Stochastic Analysis, Academic Press, Boston, 1991.

    Google Scholar 

  16. Ramer, R.: On nonlinear transformations of Gaussian measures,J. Func. Anal. 15 (1974), 166–187.

    Google Scholar 

  17. Ustunel, A. S. and Zakai, M.: Transformation of Wiener measure under anticipative flows, Preprint, 1990.

Download references

Author information

Authors and Affiliations

Authors

Additional information

Research supported by the National Science Foundation and the Air Force Office of Scientific Research Grant No. F49620 92 J 0154 and the Army Research Office Grant No. DAAL 03 92 G 0008.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kallianpur, G., Karandikar, R.L. Nonlinear transformations of the canonical gauss measure on Hilbert space and absolute continuity. Acta Appl Math 35, 63–102 (1994). https://doi.org/10.1007/BF00994912

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00994912

Mathematics subject classifications (1991)

Key words

Navigation