Abstract
Based on the method of subordinating functions we prove a free analog of error bounds in classical Probability Theory for the approximation of n-fold convolutions of probability measures by infinitely divisible distributions.
Mathematics Subject Classification (2010): 46L53, 46L54, 60E07
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References
Akhiezer, N.I.: The Classical Moment Problem and Some Related Questions in Analysis. Hafner, New York (1965)
Akhiezer, N.I., Glazman, I.M.: Theory of Linear Operators in Hilbert Space. Ungar, New York (1963)
Arak, T.V.: On the rate of convergence in Kolmogorov’s uniform limit theorem, I, II. Theory Probab. Appl. 26(2), 219–239 (1981); 36(3), 437–451 (1981)
Arak, T.V.: An improvement of the lower bound for the rate of convergence in Kolmogorov’s uniform limit theorem. Theory Probab. Appl. 27(4), 826–832 (1982)
Arak, T.V., Zaitsev, A.Yu.: Uniform Limit Theorems for Sums of Independent Random Variables. Proceedings of the Steklov Institute of Mathematics, Issue 1. American Mathematical Society, Providence (1988)
Belinschi, S.T., Bercovici, H.: Atoms and regularity for measures in a partially defined free convolution semigroup. Math. Z. 248, 665–674 (2004)
Belinschi, S.T., Bercovici, H.: A new approach to subordination results in free probability. J. Anal. Math. 101, 357–365 (2007)
Belinschi, S.T.: The Lebesgue decomposition of the free additive convolution of two probability distributions. Probab. Theory Relat. Fields 142, 125–150 (2008)
Bercovici, H., Voiculescu, D.: Free convolution of measures with unbounded support. Indiana Univ. Math. J. 42, 733–773 (1993)
Bercovici, H., Pata, V.: Stable laws and domains of attraction in free probability theory. Ann. Math. 149, 1023–1060 (1999)
Biane, Ph.: Processes with free increments. Math. Z. 227, 143–174 (1998)
Chistyakov, G.P.: Bounds for approximations of n-fold convolutions of distributions with unlimited divisibility and the moment problem. J. Math. Sci. 76(4), 2493–2511 (1995)
Chistyakov, G.P., Götze, F.: The arithmetic of distributions in free probability theory. Cent. Eur. J. Math. 9(5),997–1050 (2011). DOI: 10.2478/s11533-011-0049-4, ArXiv: math/0508245
Chistyakov, G.P., Götze, F.: Limit theorems in free probability theory, I. Ann. Probab. 36, 54–90 (2008)
Doeblin, W.: Sur les sommes d’un grand nombre de variables aléatoires indépendantes. Bull. Sci. Math. 63(2), 23–32, 35–64 (1939)
Goluzin, G.M.: Geometric Theory of Functions of a Complex Variable. American Mathematical Socity, Providence (1969)
Hiai, F., Petz, D.: The Semicircle Law, Free Random Variables and Entropy. Mathematical Surveys and Monographs, vol. 77. American Mathematical Socity, Providence (2000)
Kargin, V.: Berry–Essen for free random variables. J. Theor. Probab. 20, 381–395 (2007)
Kolmogorov, A.N.: On some work of recent years in the area of limit theorems of probability theory. (Russian) Vestnik Moskov. Univ., No. 10 (Ser. Fiz-Mat. i Estestv. Nauk vyp. 7), 29–38 (1953)
Kolmogorov, A.N.: Two uniform limit theorems for sums of independent terms. Theory Probab. Appl. 1(4), 384–394 (1956)
Maassen, H.: Addition of freely independent random variables. J. Funct. Anal. 106, 409–438 (1992)
Pata, V.: Domains of partial attraction in noncommutative probability. Pac. J. Math. 176, 235–248 (1996)
Prokhorov, Yu.V.: On sums of identically distributed variables. (Russian) Dokl. Akad. Nauk SSSR 105(4), 645–647 (1955)
Speicher, R.: Combinatorical theory of the free product with amalgamation and operator-valued free probability theory. Mem. Am. Math. Soc. 132, No. 627 (1998)
Voiculescu, D.V.: Addition of certain noncommuting random variables. J. Funct. Anal. 66, 323–346 (1986)
Voiculesku, D., Dykema, K., Nica, A.: Free Random Variables. CRM Monograph Series, vol. 1. American Mathematical Society, Providence (1992)
Voiculescu, D.V.: The analogues of entropy and Fisher’s information measure in free probability theory. I. Commun. Math. Phys. 155, 71–92 (1993)
Zaitsev, A.Yu.: An example of a distribution whose set of n-fold convolutions is uniformly separated from the set of infinitely divisible laws in distance in variation. Theory Probab. Appl. 36(2), 419–425 (1991)
Zaitsev, A.Yu.: Approximation of convolutions by accompanying laws under the existence of moments of low orders. Zap. Nauchn. Sem. POMI, 228, 135–141 (1996)
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This research was supported by CRC 701, Bielefeld University.
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Chistyakov, G., Götze, F. (2013). Free Infinitely Divisible Approximations of n-Fold Free Convolutions. In: Shiryaev, A., Varadhan, S., Presman, E. (eds) Prokhorov and Contemporary Probability Theory. Springer Proceedings in Mathematics & Statistics, vol 33. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33549-5_12
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DOI: https://doi.org/10.1007/978-3-642-33549-5_12
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