Substitutes values which have been defined in the “Detect LOQ Outliers” as “<LLOQ” or “>ULOQ” with user-defined values.
Graphical representation of the occurrence of LOQ outliers per feature. Values above the ULOQ and below the LLOQ are color coded.
A univariate graphical analysis of the selected feature. The analysis requires the selection of a numerical feature. A boxplot is shown with the individual values superimposed as a point cloud. Substituted values above the ULOQ and below the LLOQ are color coded. The corresponding distribution of values is shown as a bar chart.
Table that provides detailed univariate information on the substituted values of the selected feature that are outside the intervals defined by LLOQ and ULOQ. Here the “value” column indicates the original value and “mutated” indicates the substituted value of the instance.
Displays the dataset after the “Substitute LOQ Outliers” routine.