Identifies potential outliers
detect_outliers(df, return_index = TRUE)
| df | data.frame (or tibble) with variables to be clustered; all variables must be complete cases |
|---|---|
| return_index | Boolean (TRUE or FALSE) for whether to return only the row indices of the possible multivariate outliers; if FALSE, then all of the output from the function (including the indices) is returned |
either the row indices of possible multivariate outliers or all of the output from the function, depending on the value of return_index
* add an argument to `create_profiles_cluster()` to remove multivariate outliers based on Hadi's (1994) procedure