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New efficient algorithms for multiple change-point detection with reproducing kernels · Study

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ArticleNew efficient algorithms for multiple change-point detection with reproducing kernels

Alain Célisse2018

Article2018

New efficient algorithms for multiple change-point detection with reproducing kernels

Alain Célisse · Guillemette Marot · Morgane Pierre‐Jean · Guillem J. Rigaill

74 citations·0/0 files stored·Computational Statistics & Data Analysis

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Advanced Statistical Process Monitoring Statistical Methods and Inference Anomaly Detection Techniques and Applications

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References

2012Optimal Detection of Changepoints With a Linear Computational Cost 2014Wild binary segmentation for multiple change-point detection 1993Nonparametric Methods in Change-Point Problems 2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data 2014ecp: AnRPackage for Nonparametric Multiple Change Point Analysis of Multivariate Data 2016On optimal multiple changepoint algorithms for large data 2015Computationally Efficient Changepoint Detection for a Range of Penalties

Cited by

2021Data segmentation algorithms: Univariate mean change and beyond 2021Optimal Nonparametric Multivariate Change Point Detection and Localization 2023Graph-Based Change-Point Analysis 2022A synchronous multiple change-point detecting method for manufacturing process 2021Optimal nonparametric change point analysis 2019Rank-based multiple change-point detection 2019Greedy Kernel Change-Point Detection

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2020High-Dimensional Changepoint Detection via a Geometrically Inspired Mappingarticle · 6 shared references 2024cpop: Detecting Changes in Piecewise-Linear Signalsarticle · 6 shared references 2022Seeded binary segmentation: a general methodology for fast and optimal changepoint detectionarticle · 5 shared references 2018Tail-greedy bottom-up data decompositions and fast multiple change-point detectionarticle · 5 shared references 2021Data segmentation algorithms: Univariate mean change and beyondarticle · 5 shared references 2018Most Recent Changepoint Detection in Panel Dataarticle · 5 shared references

Details

Year2018

Typearticle

Published2018-07-17

VenueComputational Statistics & Data Analysis

ISSN-L0167-9473

Languageen

Citations74

Files0 public / 0

ShelfAdvanced Statistical Process Monitoring

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doi10.1016/j.csda.2018.07.002

openalex_workW2883518512

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2020A review on minimax rates in change point detection and localisation