Package: RMTstat 0.3.1

RMTstat: Distributions, Statistics and Tests Derived from Random Matrix Theory

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 functions were computed by Momar Dieng's MATLAB package "RMLab". This package is part of a collaboration between Iain Johnstone, Zongming Ma, Patrick Perry, and Morteza Shahram.

Authors:Iain M. Johnstone, Zongming Ma, Patrick O. Perry, Morteza Shahram, and Evan Biederstedt

RMTstat_0.3.1.tar.gz
RMTstat_0.3.1.zip(r-4.5)RMTstat_0.3.1.zip(r-4.4)RMTstat_0.3.1.zip(r-4.3)
RMTstat_0.3.1.tgz(r-4.4-any)RMTstat_0.3.1.tgz(r-4.3-any)
RMTstat_0.3.1.tar.gz(r-4.5-noble)RMTstat_0.3.1.tar.gz(r-4.4-noble)
RMTstat_0.3.1.tgz(r-4.4-emscripten)RMTstat_0.3.1.tgz(r-4.3-emscripten)
RMTstat.pdf |RMTstat.html
RMTstat/json (API)

# Install 'RMTstat' in R:
install.packages('RMTstat', repos = c('https://evanbiederstedt.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/evanbiederstedt/rmtstat/issues

On CRAN:

18 exports 6 stars 2.70 score 0 dependencies 9 dependents 1 mentions 26 scripts 944 downloads

Last updated 2 years agofrom:0917aa200a. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 16 2024
R-4.5-winOKSep 16 2024
R-4.5-linuxOKSep 16 2024
R-4.4-winOKSep 16 2024
R-4.4-macOKSep 16 2024
R-4.3-winOKSep 16 2024
R-4.3-macOKSep 16 2024

Exports:dmpdtwdWishartMaxdWishartSpikepmpptwpWishartMaxpWishartSpikeqmpqtwqWishartMaxqWishartSpikermprtwrWishartMaxrWishartSpikeWishartMaxParWishartSpikePar

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
The Marcenko-Pastur Distributiondmp MarcenkoPastur pmp qmp rmp
The Tracy-Widom Distributionsdtw ptw qtw rtw TracyWidom
The White Wishart Maximum Eigenvalue DistributionsdWishartMax pWishartMax qWishartMax rWishartMax WishartMax
White Wishart Maximum Eigenvalue Centering and ScalingWishartMaxPar
The Spiked Wishart Maximum Eigenvalue DistributionsdWishartSpike pWishartSpike qWishartSpike rWishartSpike WishartSpike
Spiked Wishart Eigenvalue Centering and ScalingWishartSpikePar