crossvalidationCP: Cross-Validation for Change-Point Regression

Implements the cross-validation methodology from Pein and Shah (2021) <arXiv:2112.03220>. Can be customised by providing different cross-validation criteria, estimators for the change-point locations and local parameters, and freely chosen folds. Pre-implemented estimators and criteria are available. It also includes our own implementation of the COPPS procedure <doi:10.1214/19-AOS1814>.

Package details

AuthorPein Florian [aut, cre]
MaintainerPein Florian <f.pein@lancaster.ac.uk>
LicenseGPL-3
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("crossvalidationCP")

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crossvalidationCP documentation built on May 31, 2023, 7:57 p.m.