grundy95/changepoint.geo: Geometrically Inspired Multivariate Changepoint Detection

Implements the high-dimensional changepoint detection method GeomCP and the related mappings used for changepoint detection. These methods view the changepoint problem from a geometrical viewpoint and aim to extract relevant geometrical features in order to detect changepoints. The geomcp() function should be your first point of call. References: Grundy et al. (2020) <doi:10.1007/s11222-020-09940-y>.

Getting started

Package details

AuthorThomas Grundy [aut, cre], Rebecca Killick [ths]
MaintainerThomas Grundy <t.grundy1@lancaster.ac.uk>
LicenseGPL
Version1.1.1
URL https://github.com/grundy95/changepoint.geo/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("grundy95/changepoint.geo")
grundy95/changepoint.geo documentation built on March 27, 2021, 6:01 a.m.