# Random Matrices and Applications

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/random-matrices-and-applications/

## Facts

| Field | Value |
| --- | --- |
| Citations | 384,484 |
| Description | This cluster of papers covers the topic of Random Matrix Theory and its applications in various fields such as eigenvalues, covariance matrices, universality, spectral statistics, large dimensional data, spiked population models, principal component analysis, determinantal processes, and growth processes. |
| Domain | Physical Sciences |
| Field | Mathematics |
| OpenAlex ID | https://openalex.org/T11716 |
| Works | 35,437 |

## Topic papers all

- [Spectrum of the product of independent random Gaussian matrices](https://scholariq.org/papers/spectrum-of-the-product-of-independent-random-gaussian-matrices/)
- [James–Stein shrinkage to improve k-means cluster analysis](https://scholariq.org/papers/james-stein-shrinkage-to-improve-k-means-cluster-analysis/)

## Topic researchers

Showing 12 of 20.

- [John Q. Trojanowski](https://scholariq.org/researchers/john-q-trojanowski/)
- [Kaj Blennow](https://scholariq.org/researchers/kaj-blennow/)
- [Clifford R. Jack](https://scholariq.org/researchers/clifford-r-jack/)
- [Ronald C. Petersen](https://scholariq.org/researchers/ronald-c-petersen/)
- [H. Eugene Stanley](https://scholariq.org/researchers/h-eugene-stanley/)
- [Henrik Zetterberg](https://scholariq.org/researchers/henrik-zetterberg/)
- [Michael I. Jordan](https://scholariq.org/researchers/michael-i-jordan/)
- [Edward Witten](https://scholariq.org/researchers/edward-witten/)
- [Peter Donnelly](https://scholariq.org/researchers/peter-donnelly/)
- [Virginia M.‐Y. Lee](https://scholariq.org/researchers/virginia-m-y-lee/)
- [David L. Donoho](https://scholariq.org/researchers/david-l-donoho/)
- [Arthur W. Toga](https://scholariq.org/researchers/arthur-w-toga/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.