Change Point Detection

Time series analysis of network connectivity. Detects and visualizes change points between networks. Methods included in the package are discussed in depth in Baek, C., Gates, K. M., Leinwand, B., Pipiras, V. (2021) "Two sample tests for high-dimensional auto-covariances" and Baek, C., Gampe, M., Leinwand B., Lindquist K., Hopfinger J. and Gates K. (2023) “Detecting functional connectivity changes in fMRI data” .


Reference manual

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install.packages("detectR")

0.3.0 by Changryong Baek, 3 years ago


https://github.com/crbaek/detectR


Browse source code at https://github.com/cran/detectR


Authors: Changryong Baek [aut, cre] , Mattew Gampe [aut] , Kathleen M. Gates [aut] , Seok-Oh Jeong [aut] , Vladas Pipiras [aut]


Documentation:   PDF Manual  


Unlimited license


Imports signal, lavaan, doParallel, glasso, LogConcDEAD, foreach, parallel


See at CRAN