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]
All associated links for this package
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
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