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Changepoint Detection in the Presence of Outliers

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References

1954CONTINUOUS INSPECTION SCHEMES5,731 cited
2012Optimal Detection of Changepoints With a Linear Computational Cost2,578 cited
2014Wild binary segmentation for multiple change-point detection721 cited
1971Inference about the Change-Point from Cumulative Sum Tests460 cited
2014Multiscale Change Point Inference320 cited
2000Least‐squares Estimation of an Unknown Number of Shifts in a Time Series276 cited
1979On the Likelihood Ratio Test for a Shift in Location of Normal Populations210 cited
2016On optimal multiple changepoint algorithms for large data187 cited
2013Frontiers in Massive Data Analysis163 cited

Cited by

2021Data segmentation algorithms: Univariate mean change and beyond52 cited
2022Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data51 cited
2020Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise39 cited
2018Most Recent Changepoint Detection in Panel Data36 cited
2021Optimal Nonparametric Multivariate Change Point Detection and Localization36 cited
2020Relating and comparing methods for detecting changes in mean

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36 cited

2020A robust method for shift detection in time series28 cited

2021WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data27 cited

2023Sequential change‐point detection: Computation versus statistical performance18 cited

2023An Advanced Segmentation Approach to Piecewise Regression Models18 cited

2019Optimal nonparametric change point detection and localization18 cited

2024Data segmentation for time series based on a general moving sum approach15 cited

2019Parallelization of a Common Changepoint Detection Method15 cited

2021Scalable multiple changepoint detection for functional data sequences14 cited

2023gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection13 cited

2021Optimal nonparametric change point analysis12 cited