Other packages > Find by keyword >

BrainCon  

Inference the Partial Correlations Based on Time Series Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BrainCon", "0.3.0")



Attach the package and use:
library("BrainCon")
Maintained by
Yunhaonan Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-30
Latest Update: 2023-05-22
Description:
A statistical tool to inference the multi-level partial correlations based on multi-subject time series data, especially for brain functional connectivity. It combines both individual and population level inference by using the methods of Qiu and Zhou. (2021) and Genovese and Wasserman. (2006). It realizes two reliable estimation methods of partial correlation coefficients, using scaled lasso and lasso. It can be used to estimate individual- or population-level partial correlations, identify nonzero ones, and find out unequal partial correlation coefficients between two populations.
How to cite:
Yunhaonan Yang (2021). BrainCon: Inference the Partial Correlations Based on Time Series Data. R package version 0.3.0, https://cran.r-project.org/web/packages/BrainCon. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.0 (2021-09-30 11:10), 0.2.0 (2022-04-21 18:00)
Other packages that cited BrainCon R package
View BrainCon citation profile
Other R packages that BrainCon depends, imports, suggests or enhances
Complete documentation for BrainCon
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
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  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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