Skip to main content
Log in

Free Wishart Processes

  • Published:
Journal of Theoretical Probability Aims and scope Submit manuscript

Abstract

Using a matrix approach, we define free Wishart processes of parameter λ > 0 and prove a free additivity property and invertibility for λ > 1. For λ ≥ 1, we show that a free Wishart process is a solution of a SDE of square Bessel process type, driven by a free complex Brownian motion. In the case λ > 1, we establish existence and uniqueness of a strong solution of such a SDE.

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.

Institutional subscriptions

Similar content being viewed by others

References

  1. P. Biane (1997) ArticleTitleOn the free convolution with a semi-circular distribution Indiana Univ. Math. J 46 705–718

    Google Scholar 

  2. P. Biane M. Capitaine A. Guionnet (2003) ArticleTitleLarge deviation bounds for matrix Brownian motion Inventiones Mathematicae 152 433–459

    Google Scholar 

  3. P. Biane F. Lehner (2001) ArticleTitleComputation of some examples of Brown’s spectral measure in free probability Colloq. Math 90 IssueID2 181–211

    Google Scholar 

  4. Ph. Biane R. Speicher (1998) ArticleTitleStochastic calculus with respect to free Brownian motion and analysis on Wigner space. Prob Th. and Rel. Fields 112 373–409

    Google Scholar 

  5. Ph. Biane R. Speicher (2001) ArticleTitleFree diffusions, free entropy and free Fisher information Ann. Inst. H. Poincaré, Probabilités et Statistiques 37 581–606

    Google Scholar 

  6. M.F. Bru (1991) ArticleTitleWishart processes J. Theor. Prob 4 725–751

    Google Scholar 

  7. Cabanal-Duvillard, T. (1999). Probabilités libres et calcul stochastique. Applications aux grandes matrices aléatoires. Thèse de l’Université Paris VI.

  8. M. Capitaine M. Casalis (2004) ArticleTitleAsymptotic freeness by generalized moments for Gaussian and Wishart matrices Application to Beta random matrices. Indiana Univ. Math. J 53 IssueID2 397–431

    Google Scholar 

  9. J. Dixmier (1969) Les algèbres d’opérateurs dans l’espace Hilbertien Gauthier-Villars Paris

    Google Scholar 

  10. Hiai F., and Petz D. (2000). The Semicircle Law, Free Random Variables and Entropy, Mathematical Surveys and Monographs Vol. 77, American Mathematical Society.

  11. W. Konig N. O’Connell (2001) ArticleTitleLaguerre eigenvalues and non-colliding Bessel Processes Electron. Comm. Prob 6 107–114

    Google Scholar 

  12. T.W. Korner (1988) Fourier Analysis Cambridge University Press Cambridge

    Google Scholar 

  13. A. Nica R. Speicher (1996) ArticleTitleOn the multiplication of free N-tuples of non-commutative random variables Am. J. Math 118 799–837

    Google Scholar 

  14. D. Revuz M. Yor (1999) Continuous Martingales and Brownian motion 3rd ed Springer Berlin

    Google Scholar 

  15. R. Speicher (1999) Combinatorics of Free Probability IHP Paris

    Google Scholar 

  16. D.V. Voiculescu (1990) Circular and Semicircular Systems and Free Product Factors A. Connes (Eds) Operator Algebras, Unitary Representations, Enveloping Algebras, and Invariant Theory, Prog. Math, vol. 92 Birkhäuser Boston 45–60

    Google Scholar 

  17. D.V. Voiculescu (1991) ArticleTitleLimit laws for random matrices and free products Invent. Math 104 201–220

    Google Scholar 

  18. D.V. Voiculescu (1998) ArticleTitleLectures on free probability theory Ecoled’Étéde st Flour 1998 Lect. Notes Math 1738 279–349

    Google Scholar 

  19. Voiculescu D., Dykema K., and Nica A. (1992). Free random variables. CRM Monograph Series No 1, American Mathematical Society Providence.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Capitaine.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Capitaine, M., Donati-Martin, C. Free Wishart Processes. J Theor Probab 18, 413–438 (2005). https://doi.org/10.1007/s10959-005-3511-z

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10959-005-3511-z

Keywords

Navigation