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rid (version 0.0.1)

Multiple Change-Point Detection in Multivariate Time Series

Description

Provides efficient functions for detecting multiple change points in multidimensional time series. The models can be piecewise constant or polynomial. Adaptive threshold selection methods are available, see Fan and Wu (2024) .

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Version

Install

install.packages('rid')

Monthly Downloads

152

Version

0.0.1

License

GPL-3

Maintainer

Xinyuan Fan

Last Published

March 8th, 2024

Functions in rid (0.0.1)

localization

Localization procedure
List2Matrix

Convert a list of matrices into a single large matrix
rid

Random intervals distillation procedure