Other packages > Find by keyword >

LOCUS  

Low-Rank Decomposition of Brain Connectivity Matrices with Uniform Sparsity
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LOCUS", "1.0")



Attach the package and use:
library("LOCUS")
Maintained by
Jialu Ran
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-10-04
Latest Update: 2022-10-04
Description:
To decompose symmetric matrices such as brain connectivity matrices so that one can extract sparse latent component matrices and also estimate mixing coefficients, a blind source separation (BSS) method named LOCUS was proposed in Wang and Guo (2023) . For brain connectivity matrices, the outputs correspond to sparse latent connectivity traits and individual-level trait loadings.
How to cite:
Jialu Ran (2022). LOCUS: Low-Rank Decomposition of Brain Connectivity Matrices with Uniform Sparsity. R package version 1.0, https://cran.r-project.org/web/packages/LOCUS. Accessed 18 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited LOCUS R package
View LOCUS citation profile
Other R packages that LOCUS depends, imports, suggests or enhances
Complete documentation for LOCUS
Functions, R codes and Examples using the LOCUS R package
Some associated functions: LOCUS . LOCUS_BIC_selection . Ltrans . Ltrinv . 
Some associated R codes: LOCUS.R . LOCUS_BIC_selection.R . LOCUS_internal_in_bic.R . Locus_initial.R . Locus_preprocess.R . Locus_update.R . Locus_update_approx.R . Ltrans.R . Ltrinv.R . SCAD_func.R . calculate_bic.R . psdmat_inverse.R .  Full LOCUS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
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  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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