Package: rid 0.0.1

Xinyuan Fan

rid: Multiple Change-Point Detection in Multivariate Time Series

Provides efficient functions for detecting multiple change points in multidimensional time series. The models can be piecewise constant or polynomial. Adaptive threshold selection methods are available, see Fan and Wu (2024) <arxiv:2403.00600>.

Authors:Xinyuan Fan [aut, cre, cph], Weichi Wu [aut]

rid_0.0.1.tar.gz
rid_0.0.1.tar.gz(r-4.5-noble)rid_0.0.1.tar.gz(r-4.4-noble)
rid_0.0.1.tgz(r-4.4-emscripten)rid_0.0.1.tgz(r-4.3-emscripten)
rid.pdf |rid.html
rid/json (API)

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

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.00 score 1 scripts 140 downloads 3 exports 20 dependencies

Last updated 10 months agofrom:aea0ab56cd. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 04 2024
R-4.5-linux-x86_64OKDec 04 2024

Exports:List2Matrixlocalizationrid

Dependencies:CircularSilhouetteCkmeans.1d.dpcligluelifecyclemagrittrOptCirClustplotrixplyrpracmapurrrrbibutilsRcppRcppEigenRdpackreshape2rlangstringistringrvctrs