CptNonPar: Nonparametric Change Point Detection for Multivariate Time Series

Implements the nonparametric moving sum procedure for detecting changes in the joint characteristic function (NP-MOJO) for multiple change point detection in multivariate time series. See McGonigle, E. T., Cho, H. (2025) <doi:10.1093/biomet/asaf024> for description of the NP-MOJO methodology.

Package details

AuthorEuan T. McGonigle [aut, cre], Haeran Cho [aut]
MaintainerEuan T. McGonigle <e.t.mcgonigle@soton.ac.uk>
LicenseGPL (>= 3)
Version0.3.0
URL https://github.com/EuanMcGonigle/CptNonPar
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CptNonPar")

Try the CptNonPar package in your browser

Any scripts or data that you put into this service are public.

CptNonPar documentation built on April 16, 2025, 5:11 p.m.