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Methods that attempt to detect when a change occurs in a distribution, process, or function.

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Time series anomaly detection

An approach I can recommend is to use Tukeys methods from his EDA book. Use his smooth algorithms to split the time series into a smooth and a rough. The smooth acts acts as a reference level and the …
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