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 185 downloads 7 exports 15 dependencies

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

TargetResultLatest binary
Doc / VignettesOKApr 03 2025
R-4.5-winOKApr 03 2025
R-4.5-macOKApr 03 2025
R-4.5-linuxOKApr 03 2025
R-4.4-winOKApr 03 2025
R-4.4-macOKApr 03 2025
R-4.4-linuxOKApr 03 2025
R-4.3-winOKApr 03 2025
R-4.3-macOKApr 03 2025

Exports:detectBinarydetectGlassodetectMaxChangedetectSlidingtestGlassotestMaxtestPCA

Dependencies:codetoolsdoParallelforeachglassoiteratorslavaanLogConcDEADMASSmclustmnormtmvtnormnumDerivpbivnormquadprogsignal