Skip to main content
Log in

The analogues of entropy and of Fisher's information measure in free probability theory, I

  • Published:
Communications in Mathematical Physics Aims and scope Submit manuscript

Abstract

Analogues of the entropy and Fisher information measure for random variables in the context of free probability theory are introduced. Monotonicity properties and an analogue of the Cramer-Rao inequality are proved.

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. Akhiezer, N.I.: The classical moment problem (in Russian) Moscow, 1961

  2. Balian, R.: Random matrices and information theory. Nuovo Cimento,LVIIB, No. 1, 183–193 (1968)

    Google Scholar 

  3. Barron, A.R.: Entropy and the central limit theorem. Ann. Prob.14(1), 336–342 (1986)

    Google Scholar 

  4. Bercovici, H., Voiculescu, D.: Levy-Hinčin type theorems for multiplicative and additive free convolution. Pacific J. Math.153, No. 2, 217–248 (1992)

    Google Scholar 

  5. Bercovici, H., Voiculescu, D.: Free convolution of measures with unbounded support. Preprint, Berkeley 1992

  6. Carlen, E.A., Soffer, A.: Entropy production by block variable summation and central limit theorems. Commun. Math. Phys.140, 339–371 (1991)

    Google Scholar 

  7. Duren, P.L.: Univalent functions. Berlin, Heidelberg, New York: Springer Verlag, 1983

    Google Scholar 

  8. Dykema, K.J.: On certain free product factors via an extended matrix model. J. Funct. Anal. (to appear)

  9. Garnett, J.B.: Bounded analytic functions. New York: Academic Press, 1981

    Google Scholar 

  10. Gelfand, I.M., Shilov, G.E.: Generalized functions. I (in Russian). Second edition. Moscow: Fizmatgiz, 1959

    Google Scholar 

  11. Kullback, S.: Information theory and statistics. New York: Dover Publications Inc., 1968

    Google Scholar 

  12. Landkof, N.S.: Foundations of modern potential theory. Berlin, Heidelberg, New York: Springer 1972

    Google Scholar 

  13. Lieb, E.: Convex Trace functions and the Wigner-Yanase-Dyson conjecture. Adv. Math.11, 267–288 (1973)

    Google Scholar 

  14. Maassen, H.: Addition of freely independent Random variables. J. Funct. Anal.106, 409–438 (1992)

    Google Scholar 

  15. Mehta, M.L.: Random matrices and the statistical theory of energy levels. Academic Press

  16. Mushkhelishvili, N.I.: Singular integral equations. Groningen: Noordhoff 1953

    Google Scholar 

  17. Nica, A.: Asymptotically free families of Random unitaries in symmetric groups. Pacific J. Math. (to appear)

  18. Popa, S.: Orthogonal pairs of *-subalgebras in finite von Neumann algebras. J. Operator Theory9, 253–268 (1983)

    Google Scholar 

  19. Radulescu, F.: The fundamental group of ℒ(F ) is ℝ+\{0}. J. Am. Math. Soc. (to appear)

  20. Radulescu, F.: Stable equivalence of the weak closures of free groups convolution algebras. Preprint

  21. Ruelle, D.: Statistical mechanics. New York: Benjamin 1969

    Google Scholar 

  22. Simon, B.: Trace ideals and their applications. Cambridge: Cambridge Univ. Press. 1979

    Google Scholar 

  23. Stam, A.J.: Some Inequalities satisfied by the quantities of information of Fisher and Shannon. Information and Control2, 101–112 (1959)

    Google Scholar 

  24. Tsuji, M.: Potential Theory in modern function theory. Tokyo: Maruzen 1959

    Google Scholar 

  25. Voiculescu, D.: Symmetries of some reduced free productC *-algebras. In: Operator algebras and their connections with topology and ergodic theory. Lecture Notes in Math., vol. 1132. Berlin, Heidelberg, New York: Springer, pp. 556–588 (1985)

    Google Scholar 

  26. Voiculescu, D.: Addition of certain non-commuting random variables. J. Funct. Anal.66, No. 3, 323–346 (1986)

    Google Scholar 

  27. Voiculescu, D.: Multiplication of certain non-commuting random variables. J. Operator Theory18, 223–235 (1987)

    Google Scholar 

  28. Voiculescu, D.: Operations on certain non-commutative operator-valued random variables. INCREST Preprint No. 42/1986, Bucharest

  29. Voiculescu, D.: Limit laws for random matrices and free products. Invent. Math.104, 201–220 (1991)

    Google Scholar 

  30. Voiculescu, D.: Circular and semi-circular systems and free product factors. In: Operator algebras, unitary representations, enveloping algebras and invariant theory. Progress in Math., vol. 92, Birkhäuser, Boston, pp. 45–60 (1990)

    Google Scholar 

  31. Voiculescu, D.: Free Non-commutative random variables, random matrices and theII 1-factors of free groups. Quantum probability and related topics. VI. Accardi, L. (ed.) Singapore: World Scientific, pp. 473–487 (1991)

    Google Scholar 

  32. Wigner, E.P.: Characteristic vectors of bordered matrices with infinite dimensions. Ann. Math.62, 548–564 (1955)

    Google Scholar 

  33. Wigner, E.P.: On the distribution of the roots of certain symmetric matrices. Ann. Math.67, 325–327 (1958)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Communicated by A. Jaffe

Dedicated to Huzuhiro Araki

Work supported in part by a Grant from the National Science Foundation

Rights and permissions

Reprints and permissions

About this article

Cite this article

Voiculescu, D. The analogues of entropy and of Fisher's information measure in free probability theory, I. Commun.Math. Phys. 155, 71–92 (1993). https://doi.org/10.1007/BF02100050

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02100050

Keywords

Navigation