changepoint.np: Methods for Nonparametric Changepoint Detection

Kaylea Haynes · Rebecca Killick

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Advanced Statistical Process Monitoring Data Analysis with R Bayesian Methods and Mixture Models

Abstract

Implements the multiple changepoint algorithm PELT with a nonparametric cost function based on the empirical distribution of the data. This package extends the changepoint package (see Killick, R and Eckley, I (2014) <doi:10.18637/jss.v058.i03> ).

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2012Optimal Detection of Changepoints With a Linear Computational Cost 2014changepoint : An R Package for Changepoint Analysis 2016A computationally efficient nonparametric approach for changepoint detection 2015Computationally Efficient Changepoint Detection for a Range of Penalties

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2023gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection

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