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Optimal nonparametric change point detection and localization

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References

2012Optimal Detection of Changepoints With a Linear Computational Cost2,578 cited
2014Wild binary segmentation for multiple change-point detection721 cited
1988Estimating the number of change-points via Schwarz' criterion628 cited
2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data545 cited
2013Change-point detection in time-series data by relative density-ratio estimation448 cited
2014Multiscale Change Point Inference320 cited
1988Nonparametric Change-Point Estimation225 cited
2017High Dimensional Change Point Estimation via Sparse Projection224 cited
2017Changepoint Detection in the Presence of Outliers157 cited
2010A Nonparametric Change-Point Control Chart149 cited
2016Change-point detection in panel data via double CUSUM statistic140 cited
2014Detection of Multiple Structural Breaks in Multivariate Time Series107 cited
2020Univariate mean change point detection: Penalization, CUSUM and optimality83 cited
2010Pruned dynamic programming for optimal multiple change-point detection75 cited
2017Heterogeneous change point inference72 cited

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1984

The Asymptotic behavior of the Likelihood Ratio Statistic for Testing a Shift in Mean in a Sequence of Independent Normal Variates.

64 cited

Cited by

2023Optimal multiple change-point detection for high-dimensional data15 cited
2022A robust bootstrap change point test for high-dimensional location parameter11 cited
2020A review on minimax rates in change point detection and localisation10 cited