Spectral properties of Kac-Murdock-Szeg\"o matrices with a complex parameter

TL;DR

This paper investigates the spectral properties of Kac-Murdock-Szeg"o matrices with complex parameters, extending known results for real parameters and providing new formulas and insights into eigenvalues and eigenvectors.

Contribution

It generalizes the spectral analysis of Kac-Murdock-Szeg"o matrices to complex parameters, including cases where  > 1, and offers approximate formulas and eigenvalue location results.

Findings

Eigenvalues and eigenvectors for complex  are characterized.

Continuity of eigenvalues as functions of  is established.

Approximate formulas for eigenvalues when  > 1 are developed.

Abstract

When $0\lt \rho \lt 1$, the Kac-Murdock-Szeg\"o matrix $K_n(\rho)=\left[\rho^{\lvert j-k \rvert}\right]_{j,k=1}^n$ is a Toeplitz correlation matrix with many applications and very well known spectral properties. We study the eigenvalues and eigenvectors of $K_n(\rho)$ for the general case where $\rho$ is complex, pointing out similarities and differences to the case $0\lt \rho \lt 1$. We then specialize our results to real $\rho$ with $\rho \gt 1$, emphasizing the continuity of the eigenvalues as functions of $\rho$. For $\rho \gt 1$, 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.