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2017 | OriginalPaper | Buchkapitel

3. Free Harmonic Analysis

verfasst von : James A. Mingo, Roland Speicher

Erschienen in: Free Probability and Random Matrices

Verlag: Springer New York

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Abstract

In this chapter we shall present an approach to free probability based on analytic functions. At the end of the previous chapter, we defined the Cauchy transform of a random variable a in an algebra \(\mathcal{A}\) with a state φ to be the formal power series \(G(z) = \frac{1} {z}M(\frac{1} {z})\) where M(z) = 1 + n ≥ 1 α n z n and α n = φ(a n ) are the moments of a. Then R(z), the R-transform of a, was defined to be the formal power series R(z) = n ≥ 1 κ n z n−1 determined by the moment-cumulant relation which we have shown to be equivalent to the equations
$$\displaystyle{G\big(R(z) + 1/z\big) = z = 1/G(z) + R(G(z)).}$$

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Literatur
4.
Zurück zum Zitat N.I. Akhiezer, I.M. Glazman, Theory of Linear Operators in Hilbert Space. Vol. II (Pitman (Advanced Publishing Program), Boston, MA/London, 1981) N.I. Akhiezer, I.M. Glazman, Theory of Linear Operators in Hilbert Space. Vol. II (Pitman (Advanced Publishing Program), Boston, MA/London, 1981)
10.
Zurück zum Zitat O. Arizmendi, T. Hasebe, N. Sakuma, On the law of free subordinators. ALEA, Lat. Am. J. Probab. Math. Stat. 10(1), 271–291 (2013) O. Arizmendi, T. Hasebe, N. Sakuma, On the law of free subordinators. ALEA, Lat. Am. J. Probab. Math. Stat. 10(1), 271–291 (2013)
18.
Zurück zum Zitat S.T. Belinschi, Complex analysis methods in noncommutative probability. Ph.D. thesis, Indiana University, 2005 S.T. Belinschi, Complex analysis methods in noncommutative probability. Ph.D. thesis, Indiana University, 2005
19.
Zurück zum Zitat S.T. Belinschi, The Lebesgue decomposition of the free additive convolution of two probability distributions. Probab. Theory Relat. Fields 142(1–2), 125–150 (2008)MathSciNetCrossRefMATH S.T. Belinschi, The Lebesgue decomposition of the free additive convolution of two probability distributions. Probab. Theory Relat. Fields 142(1–2), 125–150 (2008)MathSciNetCrossRefMATH
21.
Zurück zum Zitat S.T. Belinschi, H. Bercovici, A new approach to subordination results in free probability. J. d’Anal. Math. 101(1), 357–365 (2007)MathSciNetCrossRefMATH S.T. Belinschi, H. Bercovici, A new approach to subordination results in free probability. J. d’Anal. Math. 101(1), 357–365 (2007)MathSciNetCrossRefMATH
22.
Zurück zum Zitat S.T. Belinschi, M. Bożejko, F. Lehner, R. Speicher, The normal distribution is ⊞ -infinitely divisible. Adv. Math. 226(4), 3677–3698 (2011)MathSciNetCrossRefMATH S.T. Belinschi, M. Bożejko, F. Lehner, R. Speicher, The normal distribution is ⊞ -infinitely divisible. Adv. Math. 226(4), 3677–3698 (2011)MathSciNetCrossRefMATH
27.
Zurück zum Zitat F. Benaych-Georges, Taylor expansions of R-transforms: application to supports and moments. Indiana Univ. Math. J. 55(2), 465–481 (2006)MathSciNetCrossRefMATH F. Benaych-Georges, Taylor expansions of R-transforms: application to supports and moments. Indiana Univ. Math. J. 55(2), 465–481 (2006)MathSciNetCrossRefMATH
29.
30.
Zurück zum Zitat H. Bercovici, D. Voiculescu, Free convolution of measures with unbounded support. Indiana Univ. Math. J. 42(3), 733–773 (1993)MathSciNetCrossRefMATH H. Bercovici, D. Voiculescu, Free convolution of measures with unbounded support. Indiana Univ. Math. J. 42(3), 733–773 (1993)MathSciNetCrossRefMATH
32.
Zurück zum Zitat H. Bercovici, D. Voiculescu, Superconvergence to the central limit and failure of the Cramér theorem for free random variables. Probab. Theory Relat. Fields 103(2), 215–222 (1995)CrossRefMATH H. Bercovici, D. Voiculescu, Superconvergence to the central limit and failure of the Cramér theorem for free random variables. Probab. Theory Relat. Fields 103(2), 215–222 (1995)CrossRefMATH
53.
Zurück zum Zitat G.P. Chistyakov, F. Götze, Limit theorems in free probability theory. I. Ann. Probab., 54–90 (2008) G.P. Chistyakov, F. Götze, Limit theorems in free probability theory. I. Ann. Probab., 54–90 (2008)
54.
Zurück zum Zitat G. Chistyakov, F. Götze, The arithmetic of distributions in free probability theory. Open Math. 9(5), 997–1050 (2011)MathSciNetMATH G. Chistyakov, F. Götze, The arithmetic of distributions in free probability theory. Open Math. 9(5), 997–1050 (2011)MathSciNetMATH
55.
Zurück zum Zitat K.L. Chung, A Course in Probability Theory, 3rd edn. (Academic, San Diego, CA, 2001) K.L. Chung, A Course in Probability Theory, 3rd edn. (Academic, San Diego, CA, 2001)
70.
Zurück zum Zitat W. Ejsmont, U. Franz, K. Szpojankowski, Convolution, subordination and characterization problems in noncommutative probability. Ind. Univ. Math. J. 66(1), 237–257 (2017)MathSciNetCrossRefMATH W. Ejsmont, U. Franz, K. Szpojankowski, Convolution, subordination and characterization problems in noncommutative probability. Ind. Univ. Math. J. 66(1), 237–257 (2017)MathSciNetCrossRefMATH
80.
Zurück zum Zitat D.S. Greenstein, On the analytic continuation of functions which map the upper half plane into itself. J. Math. Anal. Appl. 1, 355–362 (1960)MathSciNetCrossRefMATH D.S. Greenstein, On the analytic continuation of functions which map the upper half plane into itself. J. Math. Anal. Appl. 1, 355–362 (1960)MathSciNetCrossRefMATH
97.
Zurück zum Zitat F. Hiai, D. Petz, The Semicircle Law, Free Random Variables and Entropy. Mathematical Surveys and Monographs, vol. 77 (American Mathematical Society, Providence, RI, 2000) F. Hiai, D. Petz, The Semicircle Law, Free Random Variables and Entropy. Mathematical Surveys and Monographs, vol. 77 (American Mathematical Society, Providence, RI, 2000)
99.
Zurück zum Zitat K. Hoffman, Banach Spaces of Analytic Functions (Dover Publications, Inc., New York, 1988)MATH K. Hoffman, Banach Spaces of Analytic Functions (Dover Publications, Inc., New York, 1988)MATH
119.
Zurück zum Zitat E. Lukacs, Characteristic Functions. Griffin’s Statistical Monographs & Courses, vol. 5 (Hafner Publishing Co., New York, 1960) E. Lukacs, Characteristic Functions. Griffin’s Statistical Monographs & Courses, vol. 5 (Hafner Publishing Co., New York, 1960)
133.
Zurück zum Zitat R. Miranda, Algebraic curves and Riemann surfaces. Graduate Studies in Mathematics, vol. 5 (American Mathematical Society, Providence, 1995) R. Miranda, Algebraic curves and Riemann surfaces. Graduate Studies in Mathematics, vol. 5 (American Mathematical Society, Providence, 1995)
151.
Zurück zum Zitat W. Rudin, Real and Complex Analysis, 3rd edn. (McGraw-Hill, New York, NY, 1987)MATH W. Rudin, Real and Complex Analysis, 3rd edn. (McGraw-Hill, New York, NY, 1987)MATH
157.
Zurück zum Zitat J.A. Shohat, J.D. Tamarkin, The Problem of Moments, Mathematical Surveys. I (American Mathematical Society, New York, 1943) J.A. Shohat, J.D. Tamarkin, The Problem of Moments, Mathematical Surveys. I (American Mathematical Society, New York, 1943)
Metadaten
Titel
Free Harmonic Analysis
verfasst von
James A. Mingo
Roland Speicher
Copyright-Jahr
2017
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4939-6942-5_3