Other packages > Find by keyword >

RMT4DS  

Computation of Random Matrix Models
View on CRAN: Click here


Download and install RMT4DS package within the R console
Install from CRAN:
install.packages("RMT4DS")

Install from Github:
library("remotes")
install_github("cran/RMT4DS")

Install by package version:
library("remotes")
install_version("RMT4DS", "0.0.1")



Attach the package and use:
library("RMT4DS")
Maintained by
Xiucai Ding
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-14
Latest Update: 2022-11-14
Description:
We generate random variables following general Marchenko-Pastur distribution and Tracy-Widom distribution. We compute limits and distributions of eigenvalues and generalized components of spiked covariance matrices. We give estimation of all population eigenvalues of spiked covariance matrix model. We give tests of population covariance matrix. We also perform matrix denoising for signal-plus-noise model.
How to cite:
Xiucai Ding (2022). RMT4DS: Computation of Random Matrix Models. R package version 0.0.1, https://cran.r-project.org/web/packages/RMT4DS. Accessed 21 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited RMT4DS R package
View RMT4DS citation profile
Other R packages that RMT4DS depends, imports, suggests or enhances
Complete documentation for RMT4DS
Functions, R codes and Examples using the RMT4DS R package
Some associated functions:
Some associated R codes: CovEst.R . CovTest.R . GeneralMP.R . GeneralWishartMax.R . Limits.R . SignalPlusNoise.R .  Full RMT4DS package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
batteryreduction  
An R Package for Data Reduction by Battery Reduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency  
condGEE  
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency  
CIFsmry  
Weighted summary of cumulative incidence functions
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency  
SEIRfansy  
Extended Susceptible-Exposed-Infected-Recovery Model
Extended Susceptible-Exposed-Infected-Recovery Model for handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency  
helda  
Preprocess Data and Get Better Insights from Machine Learning Models
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA