Open Access
2009 Limiting Spectral Distribution of Circulant Type Matrices with Dependent Inputs
Arup Bose, Rajat Hazra, Koushik Saha
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Electron. J. Probab. 14: 2463-2491 (2009). DOI: 10.1214/EJP.v14-714
Abstract

Limiting spectral distribution (LSD) of scaled eigenvalues of circulant, symmetric circulant and a class of k-circulant matrices are known when the input sequence is independent and identically distributed with finite moments of suitable order. We derive the LSD of these matrices when the input sequence is a stationary, two sided moving average process of infinite order. The limits are suitable mixtures of normal, symmetric square root of the chisquare, and other mixture distributions, with the spectral density of the process involved in the mixtures.

Arup Bose, Rajat Hazra, and Koushik Saha "Limiting Spectral Distribution of Circulant Type Matrices with Dependent Inputs," Electronic Journal of Probability 14(none), 2463-2491, (2009). https://doi.org/10.1214/EJP.v14-714
Accepted: 9 November 2009; Published: 2009
Vol.14 • 2009
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