Other packages > Find by keyword >

ccid  

Cross-Covariance Isolate Detect: a New Change-Point Method for Estimating Dynamic Functional Connectivity
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ccid", "1.2.0")



Attach the package and use:
library("ccid")
Maintained by
Andreas Anastasiou
[Scholar Profile | Author Map]
First Published: 2021-01-07
Latest Update: 2022-02-01
Description:
Provides efficient implementation of the Cross-Covariance Isolate Detect (CCID) methodology for the estimation of the number and location of multiple change-points in the second-order (cross-covariance or network) structure of multivariate, possibly high-dimensional time series. The method is motivated by the detection of change points in functional connectivity networks for functional magnetic resonance imaging (fMRI), electroencephalography (EEG), magentoencephalography (MEG) and electrocorticography (ECoG) data. The main routines in the package have been extensively tested on fMRI data. For details on the CCID methodology, please see Anastasiou et al (2022), Cross-covariance isolate detect: A new change-point method for estimating dynamic functional connectivity. Medical Image Analysis, Volume 75.
How to cite:
Andreas Anastasiou (2021). ccid: Cross-Covariance Isolate Detect: a New Change-Point Method for Estimating Dynamic Functional Connectivity. R package version 1.2.0, https://cran.r-project.org/web/packages/ccid. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.0 (2021-01-07 12:20), 1.1.0 (2021-12-20 12:10)
Other packages that cited ccid R package
View ccid citation profile
Other R packages that ccid depends, imports, suggests or enhances
Complete documentation for ccid
Functions, R codes and Examples using the ccid R package
Some associated functions: ccid . detect.ic . detect.th . match.cpt.ts . preaverage . 
Some associated R codes: ccid-package.R . detect_cpts.R . misc.R .  Full ccid package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for ccid24681012141618TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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