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>.

Package details

AuthorThomas Grundy [aut], Rebecca Killick [cre, ths]
MaintainerRebecca Killick <r.killick@lancaster.ac.uk>
LicenseGPL
Version1.0.2
URL https://github.com/grundy95/changepoint.geo/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("changepoint.geo")

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changepoint.geo documentation built on Sept. 24, 2023, 1:06 a.m.