SKFCPD: Fast Online Changepoint Detection for Temporally Correlated Data

Sequential Kalman filter for scalable online changepoint detection by temporally correlated data. It enables fast single and multiple change points with missing values. See the reference: Hanmo Li, Yuedong Wang, Mengyang Gu (2023), <arXiv:2310.18611>.

Package details

AuthorHanmo Li [aut, cre], Yuedong Wang [aut], Mengyang Gu [aut]
MaintainerHanmo Li <hanmo@pstat.ucsb.edu>
LicenseGPL (>= 3)
Version0.2.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SKFCPD")

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SKFCPD documentation built on June 22, 2024, 11:06 a.m.