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Central Limit Theorem for tensor products of free variables

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arxiv 2404.19662 v1 pith:HJOHM4UW submitted 2024-04-30 math.PR math-phmath.COmath.MPmath.OA

classification math.PRmath-phmath.COmath.MPmath.OA
keywords variablesfreesemi-circlecentrallimitlimitingtensortheorem
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abstract

We establish a central limit theorem for tensor product random variables $c_k:=a_k \otimes a_k$, where $(a_k)_{k \in \mathbb{N}}$ is a free family of variables. We show that if the variables $a_k$ are centered, the limiting law is the semi-circle. Otherwise, the limiting law depends on the mean and variance of the variables $a_k$ and corresponds to a free interpolation between the semi-circle law and the classical convolution of two semi-circle laws.

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  1. Graphon-Theoretic Approach to Central Limit Theorems for $\epsilon$-Independence

    math.PR 2024-11 conditional novelty 8.0 of 10

    For epsilon-independent variables, normalized sums converge to a universal law determined by the graphon limit of the independence graph, interpolating between Gaussian and semicircle.

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