Freely Independent Random Variables with Non-Atomic Distributions

preprint2013arXivOpen access

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×nn \times n matricial polynomial of non-atomic, freely independent random variables is an integer multiple of n−1n^{-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.

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