Asymptotic eigenvalue distributions of block-transposed Wishart matrices (Q376256)
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scientific article; zbMATH DE number 6222279
| Language | Label | Description | Also known as |
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| English | Asymptotic eigenvalue distributions of block-transposed Wishart matrices |
scientific article; zbMATH DE number 6222279 |
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Asymptotic eigenvalue distributions of block-transposed Wishart matrices (English)
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4 November 2013
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Given a \(d \times d\) matrix consisting of \(n \times n\) blocks, one obtains its partial transpose by transposing each individual \(n \times n\) block. It was observed by \textit{G. Aubrun} [Random Matrices Theory Appl. 1, No. 2, 1250001, 29 p. (2012; Zbl 1239.60002)] that, roughly speaking, if the partial transpose is performed on a Wishart matrix, then the Marčenko-Pastur law becomes a shifted semicircle law. In the paper under review, this finding is further elucidated within the framework of free probability, demonstrating that the partial transpose relates the Marčenko-Pastur law (the free Poisson distribution) to free differences of free Poisson laws. Furthermore, a positivity result for these measures is proven, which is of interest to quantum information theory.
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random matrices
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Wishart matrices
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free probability
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quantum information
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