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RMTstat (version 0.3)

Distributions, Statistics and Tests derived from Random Matrix Theory

Description

Functions for working with the Tracy-Widom laws and other distributions related to the eigenvalues of large Wishart matrices. The tables for computing the Tracy-Widom densities and distribution functions were computed by Momar Dieng's MATLAB package "RMLab" (formerly available on his homepage at http://math.arizona.edu/~momar/research.htm ). This package is part of a collaboration between Iain Johnstone, Zongming Ma, Patrick Perry, and Morteza Shahram. It will soon be replaced by a package with more accuracy and built-in support for relevant statistical tests.

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Version

Install

install.packages('RMTstat')

Monthly Downloads

936

Version

0.3

License

BSD_3_clause + file LICENSE

Maintainer

Patrick Perry

Last Published

November 1st, 2014

Functions in RMTstat (0.3)

WishartSpike

The Spiked Wishart Maximum Eigenvalue Distributions
WishartMaxPar

White Wishart Maximum Eigenvalue Centering and Scaling
WishartMax

The White Wishart Maximum Eigenvalue Distributions
MarcenkoPastur

The Marcenko-Pastur Distribution
TracyWidom

The Tracy-Widom Distributions
WishartSpikePar

Spiked Wishart Eigenvalue Centering and Scaling