Freely independent random variables with non-atomic distributions
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- by Dimitri Shlyakhtenko and Paul Skoufranis PDF
- Trans. Amer. Math. Soc. 367 (2015), 6267-6291 Request permission
Abstract:
We examine the distributions of non-commutative polynomials of non-atomic, freely independent random variables. In particular, we obtain an analogue of the Strong Atiyah Conjecture for free groups, thus proving that the measure of each atom of any $n \times n$ matricial polynomial of non-atomic, freely independent random variables is an integer multiple of $n^{-1}$. In addition, we show that the Cauchy transform of the distribution of any matricial polynomial of freely independent semicircular variables is algebraic, and thus the polynomial has a distribution that is real-analytic except at a finite number of points.References
- Greg W. Anderson and Ofer Zeitouni, A law of large numbers for finite-range dependent random matrices, Comm. Pure Appl. Math. 61 (2008), no. 8, 1118–1154. MR 2417889, DOI 10.1002/cpa.20235
- Michael Francis Atiyah, Elliptic operators and compact groups, Lecture Notes in Mathematics, Vol. 401, Springer-Verlag, Berlin-New York, 1974. MR 0482866
- S. T. Belinschi, T. Mai, and R. Speicher, Analytic subordination theory of operator-valued free additive convolution and the solution of a general random matrix problem, 24 pp., available at arXiv:1303.3196.
- Hari Bercovici and Dan Voiculescu, Regularity questions for free convolution, Nonselfadjoint operator algebras, operator theory, and related topics, Oper. Theory Adv. Appl., vol. 104, Birkhäuser, Basel, 1998, pp. 37–47. MR 1639647
- Alain Connes, Noncommutative geometry, Academic Press, Inc., San Diego, CA, 1994. MR 1303779
- Rostislav I. Grigorchuk and Andrzej Żuk, The lamplighter group as a group generated by a 2-state automaton, and its spectrum, Geom. Dedicata 87 (2001), no. 1-3, 209–244. MR 1866850, DOI 10.1023/A:1012061801279
- Uffe Haagerup, Hanne Schultz, and Steen Thorbjørnsen, A random matrix approach to the lack of projections in $C^*_\textrm {red}(\Bbb F_2)$, Adv. Math. 204 (2006), no. 1, 1–83. MR 2233126, DOI 10.1016/j.aim.2005.05.008
- Fumio Hiai and Dénes Petz, The semicircle law, free random variables and entropy, Mathematical Surveys and Monographs, vol. 77, American Mathematical Society, Providence, RI, 2000. MR 1746976, DOI 10.1090/surv/077
- Peter A. Linnell, Division rings and group von Neumann algebras, Forum Math. 5 (1993), no. 6, 561–576. MR 1242889, DOI 10.1515/form.1993.5.561
- Wolfgang Lück, $L^2$-invariants: theory and applications to geometry and $K$-theory, Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge. A Series of Modern Surveys in Mathematics [Results in Mathematics and Related Areas. 3rd Series. A Series of Modern Surveys in Mathematics], vol. 44, Springer-Verlag, Berlin, 2002. MR 1926649, DOI 10.1007/978-3-662-04687-6
- M. Pimsner and D. Voiculescu, Exact sequences for $K$-groups and Ext-groups of certain cross-product $C^{\ast }$-algebras, J. Operator Theory 4 (1980), no. 1, 93–118. MR 587369
- M. Pimsner and D. Voiculescu, $K$-groups of reduced crossed products by free groups, J. Operator Theory 8 (1982), no. 1, 131–156. MR 670181
- N. Raj Rao and Alan Edelman, The polynomial method for random matrices, Found. Comput. Math. 8 (2008), no. 6, 649–702. MR 2461243, DOI 10.1007/s10208-007-9013-x
- H. Reich, Group von Neumann algebras and related algebras, Ph.D. Thesis, Universität Göttingen, http://www.mi.fu-berlin.de/math/groups/top/members/publ/diss.pdf.
- Roman Sauer, Power series over the group ring of a free group and applications to Novikov-Shubin invariants, High-dimensional manifold topology, World Sci. Publ., River Edge, NJ, 2003, pp. 449–468. MR 2048733, DOI 10.1142/9789812704443_{0}020
- Thomas Schick, Integrality of $L^2$-Betti numbers, Math. Ann. 317 (2000), no. 4, 727–750. MR 1777117, DOI 10.1007/PL00004421
- T. Schick, Integrality of L$^2$-Betti numbers, 24 pp., available at arXiv:math/0001101v4.
- M. P. Schützenberger, On a theorem of R. Jungen, Proc. Amer. Math. Soc. 13 (1962), 885–890. MR 142781, DOI 10.1090/S0002-9939-1962-0142781-7
- Dan Voiculescu, Addition of certain noncommuting random variables, J. Funct. Anal. 66 (1986), no. 3, 323–346. MR 839105, DOI 10.1016/0022-1236(86)90062-5
- Dan Voiculescu, Multiplication of certain noncommuting random variables, J. Operator Theory 18 (1987), no. 2, 223–235. MR 915507
- Dan Voiculescu, The analogues of entropy and of Fisher’s information measure in free probability theory. I, Comm. Math. Phys. 155 (1993), no. 1, 71–92. MR 1228526
- Dan Voiculescu, The analogues of entropy and of Fisher’s information measure in free probability theory. V. Noncommutative Hilbert transforms, Invent. Math. 132 (1998), no. 1, 189–227. MR 1618636, DOI 10.1007/s002220050222
- D. V. Voiculescu, K. J. Dykema, and A. Nica, Free random variables, CRM Monograph Series, vol. 1, American Mathematical Society, Providence, RI, 1992. A noncommutative probability approach to free products with applications to random matrices, operator algebras and harmonic analysis on free groups. MR 1217253, DOI 10.1090/crmm/001
Additional Information
- Dimitri Shlyakhtenko
- Affiliation: Department of Mathematics, University of California, Los Angeles, California 90095
- MR Author ID: 606307
- ORCID: 0000-0002-0221-7508
- Email: shlyakht@math.ucla.edu
- Paul Skoufranis
- Affiliation: Department of Mathematics, University of California, Los Angeles, California 90095
- MR Author ID: 966934
- Email: pskoufra@math.ucla.edu
- Received by editor(s): June 12, 2013
- Published electronically: February 26, 2015
- Additional Notes: This research was supported in part by NSF grants DMS-090076, DMS-1161411, DARPA HR0011-12-1-0009, and by NSERC PGS
- © Copyright 2015 American Mathematical Society
- Journal: Trans. Amer. Math. Soc. 367 (2015), 6267-6291
- MSC (2010): Primary 46L54; Secondary 15B52
- DOI: https://doi.org/10.1090/S0002-9947-2015-06434-4
- MathSciNet review: 3356937