Tveten/capacc: Collective and point anomalies in cross-correlated data

An efficient implementation of the CAPA-CC method and CPT-CC for a single change. Includes plotting functionality from the anomaly package, as well as code for reproducing results in the paper Tveten, Eckley, Fearnhead (2020) "Scalable changepoint and anaomly detection in cross-correlated data with an application to condition monitoring".

Getting started

Package details

AuthorMartin Tveten
MaintainerMartin Tveten <matveten@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Tveten/capacc")
Tveten/capacc documentation built on Sept. 29, 2021, 5:31 a.m.