Package: detectR 0.3.0

Changryong Baek

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>.

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

detectR_0.3.0.tar.gz
detectR_0.3.0.zip(r-4.5)detectR_0.3.0.zip(r-4.4)detectR_0.3.0.zip(r-4.3)
detectR_0.3.0.tgz(r-4.5-any)detectR_0.3.0.tgz(r-4.4-any)detectR_0.3.0.tgz(r-4.3-any)
detectR_0.3.0.tar.gz(r-4.5-noble)detectR_0.3.0.tar.gz(r-4.4-noble)
detectR_0.3.0.tgz(r-4.4-emscripten)detectR_0.3.0.tgz(r-4.3-emscripten)
detectR.pdf |detectR.html
detectR/json (API)

# Install 'detectR' in R:
install.packages('detectR', repos = c('https://crbaek.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/crbaek/detectr/issues

Datasets:

On CRAN:

Conda:

2.70 score 1 stars 10 scripts 237 downloads 7 exports 15 dependencies

Last updated 1 years agofrom:130b2d2fec. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 04 2025
R-4.5-winOKMar 04 2025
R-4.5-macOKMar 04 2025
R-4.5-linuxOKMar 04 2025
R-4.4-winOKMar 04 2025
R-4.4-macOKMar 04 2025
R-4.4-linuxOKMar 04 2025
R-4.3-winOKMar 04 2025
R-4.3-macOKMar 04 2025

Exports:detectBinarydetectGlassodetectMaxChangedetectSlidingtestGlassotestMaxtestPCA

Dependencies:codetoolsdoParallelforeachglassoiteratorslavaanLogConcDEADMASSmclustmnormtmvtnormnumDerivpbivnormquadprogsignal