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Bayesian Online Changepoint Detection

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References

1954CONTINUOUS INSPECTION SCHEMES5,731 cited
1971Procedures for Reacting to a Change in Distribution1,355 cited
1955A Test for a Change in a Parameter Occurring at an Unknown Point722 cited

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2022Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data51 cited
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2022

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Human inference reflects a normative balance of complexity and accuracy

35 cited

2019A new approach to forecast market interest rates through the CIR model30 cited

2019Understanding the complexity of simple decisions: Modeling multiple behaviors and switching strategies.29 cited

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

2016Detecting gradual changes from data stream using MDL-change statistics26 cited