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Outlier Detection#

Univariate Outlier Detection

flagUniLOF

Flag "univariate" Local Outlier Factor (LOF) exceeding cutoff.

flagByStray

Flag outliers in 1-dimensional (score) data using the STRAY Algorithm.

flagMAD

Flag outiers using the modified Z-score outlier detection method.

flagOffset

A basic outlier test that works on regularly and irregularly sampled data.

flagRange

Function flags values exceeding the closed interval [min, max].

flagLOF

Flag values where the Local Outlier Factor (LOF) exceeds cutoff.

flagZScore

Flag data where its (rolling) Zscore exceeds a threshold.