Cross-Covariance Isolate Detect: a New Change-Point Method for Estimating Dynamic Functional Connectivity


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Documentation for package ‘ccid’ version 1.0.0

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ccid ccid: a change-point detection method for estimating dynamic functional connectivity
detect.ic Multiple change-point detection in the cross-covariance structure of multivariate high-dimensional time series using a model selection criterion optimisation
detect.th Multiple change-point detection in the cross-covariance structure of multivariate high-dimensional time series using a thresholding based procedure and, wherever possible, extraction of the component time series where the changes occurred
match.cpt.ts Associating the change-points with the component time series
preaverage Preaveraging the multivariate time series