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Financial Applications of Random Matrix Theory: a short review

by: J. P. Bouchaud, M. Potters
(7 Oct 2009)  Key: citeulike:5914044

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Abstract

We discuss the applications of Random Matrix Theory in the context of financial markets and econometric models, a topic about which a considerable number of papers have been devoted to in the last decade. This mini-review is intended to guide the reader through various theoretical results (the Marcenko-Pastur spectrum and its various generalisations, random SVD, free matrices, largest eigenvalue statistics, etc.) as well as some concrete applications to portfolio optimisation and out-of-sample risk estimation.


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