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This article is cited in 2 scientific papers (total in 2 papers)
Asymptotic distribution of singular values for matrices in a spherical ensemble
A. N. Tikhomirov Komi Scientific Center of Ural Branch of RAS, Syktyvkar, Russia
Abstract:
We consider the asymptotic behavior of the singular values of a so-called spherical ensemble of random matrices of large dimension. These are matrices of the form $\mathbf X\mathbf Y^{-1}$, where $\mathbf X$ and $\mathbf Y$ are independent matrices of dimension $n\times n$ whose symmetric entries have correlation coefficient $\rho$. We show that the limit distribution of the singular values is independent of the correlation coefficient and has the density
$$
p(x)=\frac1{\pi\sqrt x(1+x)}\mathbb I\{x>0\},
$$
where $\mathbb I\{A\}$ stands for the indicator of an event $A$.
Key words:
random matrix, spherical ensemble, empirical spectral distribution function, spherical law.
Received: 27.04.2013
Citation:
A. N. Tikhomirov, “Asymptotic distribution of singular values for matrices in a spherical ensemble”, Mat. Tr., 16:2 (2013), 169–200; Siberian Adv. Math., 24:4 (2014), 282–303
Linking options:
https://www.mathnet.ru/eng/mt256 https://www.mathnet.ru/eng/mt/v16/i2/p169
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