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) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("rid")

0.0.1 by Xinyuan Fan, 3 years ago


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


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


Documentation:   PDF Manual  


GPL-3 license


Depends on purrr, CircularSilhouette, pracma

Linking to Rcpp, RcppEigen


See at CRAN