Published May 1, 2015 | Version v1
Journal article

Eigenvalue density of the doubly correlated Wishart model: exact results

  • 1. Fakultät für Physik, Universität Duisburg-Essen, Lotharstraße 1, D-47048 Duisburg (Germany)

Description

Data sets collected at different times and different observing points can possess correlations at different times and at different positions. The doubly correlated Wishart model takes both into account. We calculate the eigenvalue density of the Wishart correlation matrices using supersymmetry. In the complex case we obtain a new closed form expression which we compare to previous results in the literature. In the more relevant and much more complicated real case we derive an expression for the density in terms of a fourfold integral. Finally, we calculate the density in the limit of large correlation matrices. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1751-8113/48/17/175204

Additional details

Publishing Information

Journal Title
Journal of Physics. A, Mathematical and Theoretical (Online)
Journal Volume
48
Journal Issue
17
Journal Page Range
[18 p.]
ISSN
1751-8121

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
47068696
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
CORRELATIONS; EIGENVALUES; INTEGRALS; MATRICES; SUPERSYMMETRY
Descriptors DEC
SYMMETRY