Outliers API reference

outliers_iqr(x[, ret, coef])

Simple detection of potential outliers based on interquartile range (IQR).

outliers_gesd(x[, outliers, hypo, report, alpha])

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[, hypo, alpha])

Grubbs' Test for Outliers [1]_.

outliers_tietjen(x, k[, hypo, alpha])

Tietjen-Moore test [1]_ to detect multiple outliers in a univariate data set that follows an approximately normal distribution.