L2hdchange: L2 Inference for Change Points in High-Dimensional Time Series

Provides a method for detecting multiple change points in high-dimensional time series, targeting dense or spatially clustered signals. See Li et al. (2023) "L2 Inference for Change Points in High-Dimensional Time Series via a Two-Way MOSUM". arXiv preprint <arXiv:2208.13074>.

Getting started

Package details

AuthorJiaqi Li [aut], Likai Chen [aut], Weining Wang [aut], Wei Biao Wu [aut], Rui Lin [cre]
MaintainerRui Lin <ruilin1081@gmail.com>
LicenseGPL (>= 3)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("L2hdchange")

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L2hdchange documentation built on July 26, 2023, 6:06 p.m.