detectR: 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" <doi:10.1016/j.csda.2020.107067> and Baek, C., Gampe, M., Leinwand B., Lindquist K., Hopfinger J. and Gates K. (2023) “Detecting functional connectivity changes in fMRI data” <doi:10.1007/s11336-023-09908-7>.

Getting started

Package details

AuthorChangryong Baek [aut, cre], Mattew Gampe [aut], Kathleen M. Gates [aut], Seok-Oh Jeong [aut], Vladas Pipiras [aut]
MaintainerChangryong Baek <crbaek@skku.edu>
LicenseUnlimited
Version0.3.0
URL https://github.com/crbaek/detectR
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("detectR")

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detectR documentation built on June 22, 2024, 12:23 p.m.