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crossvalidationCP (version 1.1)

Cross-Validation for Change-Point Regression

Description

Implements the cross-validation methodology from Pein and Shah (2021) . 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 .

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Version

Install

install.packages('crossvalidationCP')

Monthly Downloads

281

Version

1.1

License

GPL-3

Maintainer

Pein Florian

Last Published

May 22nd, 2023

Functions in crossvalidationCP (1.1)

estimators

Pre-implemented estimators
convertSingleParam

Provides estimators that allows list of parameters
criteria

Pre-implemented cross-validation criteria
COPPS

Cross-validation with Order-Preserved Sample-Splitting
crossvalidationCP

Cross-validation in change-point regression
crossvalidationCP-package

Cross-validation for change-point regression
VfoldCV

V-fold cross-validation