Article ID Journal Published Year Pages File Type
8897778 Linear Algebra and its Applications 2018 29 Pages PDF
Abstract
When 0<ρ<1, the Kac-Murdock-Szegö matrix Kn(ρ)=[ρ|j−k|]j,k=1n is a Toeplitz correlation matrix with many applications and very well known spectral properties. We study the eigenvalues and eigenvectors of Kn(ρ) for the general case where ρ is complex, pointing out similarities and differences to the case 0<ρ<1. We then specialize our results to real ρ with ρ>1, emphasizing the continuity of the eigenvalues as functions of ρ. For ρ>1, we develop simple approximate formulas for the eigenvalues and pinpoint all eigenvalues' locations. Our study starts from a certain polynomial whose zeros are connected to the eigenvalues by elementary formulas. We discuss relations of our results to earlier results of W.F. Trench.
Related Topics
Physical Sciences and Engineering Mathematics Algebra and Number Theory
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