Other packages > Find by keyword >

fastCorrDiff  

Fast Differential Correlation Matrix Screening
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fastCorrDiff", "0.5")



Attach the package and use:
library("fastCorrDiff")
Maintained by
Tianxi Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-18
Latest Update:
Description:
Fast spectral algorithms for differential analysis on large-scale correlation matrices of Li et. al. 2021 arXiv2111.03721 are implemented. The methods can identify a group of genes exhibiting differential correlation patterns between two groups. For high-dimensional matrices compressed spectral screening methods are also provided based on random subsampling. The work to build this package is partially supported by the NSF grant DMS-2015298.
How to cite:
Tianxi Li (2021). fastCorrDiff: Fast Differential Correlation Matrix Screening. R package version 0.5, https://cran.r-project.org/web/packages/fastCorrDiff. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:37), 0.5 (2021-11-18 15:40)
Other packages that cited fastCorrDiff R package
View fastCorrDiff citation profile
Other R packages that fastCorrDiff depends, imports, suggests or enhances
Functions, R codes and Examples using the fastCorrDiff R package
Full fastCorrDiff package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  
plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
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  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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