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Drift Detection and Correction#

Methods for detecting and correcting drift in time series data, including deviations from model predictions, the majority of parallel series, and predefined reference curves.

flagDriftFromNorm

Flags Deviation from central moment.

flagDriftFromReference

Flags data that deviates from a reference.

correctDrift

Correct model defined drifts.

correctRegimeAnomaly

Regimen wise model fitting.

correctOffset

Correct offsets to normal value level.

flagRegimeAnomaly

Flags anomalous regimes regarding to modelling regimes of field.

assignRegimeAnomaly

A function to detect values belonging to an anomalous regime regarding modelling regimes of field.