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Eigenvalue Density of the Doubly Correlated Wishart Model: Exact Results

Mathematical Physics 2015-05-06 v1 math.MP Statistics Theory Statistics Theory

Abstract

Data sets collected at different times and different observing points can possess correlations at different times andand 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.

Keywords

Cite

@article{arxiv.1412.3092,
  title  = {Eigenvalue Density of the Doubly Correlated Wishart Model: Exact Results},
  author = {Daniel Waltner and Tim Wirtz and Thomas Guhr},
  journal= {arXiv preprint arXiv:1412.3092},
  year   = {2015}
}

Comments

16 pages, 3 figures