Outliers API reference

outliers_iqr(x, numpy.ndarray], ret, coef) Simple detection of potential outliers based on interquartile range (IQR).
outliers_gesd(x, numpy.ndarray], outliers, …) The generalized (Extreme Studentized Deviate) ESD test is used to detect one or more outliers in a univariate data set that follows an approximately normal distribution [1]_.
outliers_grubbs(x, numpy.ndarray], hypo, alpha) Grubbs’ Test for Outliers [1]_.
outliers_tietjen(x, numpy.ndarray], k, hypo, …) Tietjen-Moore test [1]_ to detect multiple outliers in a univariate data set that follows an approximately normal distribution.