Output Overview Descriptions | Clinical | Multivariate Inliers and Outliers

Multivariate Inliers and Outliers
Running this process for Nicardipine using default settings generates the tabbed Results window shown below. Refer to the Multivariate Inliers and Outliers process description for more information. Output from the process is organized into tabs. Each tab contains one or more plots, data panels, data filters, or other elements that facilitate your analysis.
The Results window contains the following panes:
Tab Viewer
This pane provides you with a space to view individual tabs within the Results window. Use the tabs to access and view the output plots and associated data sets.
The following tabs are generated by this process:
Mahalanobis Distance: This tab presents plots of Mahalanobis distance of all subjects (distance is from the multivariate mean), colored by study site, and Box Plots presented by sites.
Missing Data: Details variables that contain missing data that prevented Mahalanobis Distance from being calculated for certain subjects (Flag = 1) or variables that were dropped from analysis based on the dialog option Remove variables from analysis with a missing data percentage of at least:. By default, variables with 5% or more of missing data are not used in the calculation of Mahalanobis Distance.
Drill Down Buttons
Drill down buttons provide you with an easy way to drill down into your data. The following drill down buttons are generated by this process:
Profile Subjects: Select subjects and click Profile Subjects to generate the patient profiles. See Profile Subjects for additional information.
Show Subjects: Select subjects and click Show Subjects to open and subset the underlying data table to the selected subjects.
Cluster Subjects: Select subjects and click Cluster Subjects to cluster them using data from available domains. See Cluster Subjects for additional information.
Create Subject Filter: Select subjects and click Create Subject Filter to create a subject filter. Follow-up analyses are subset to these subjects if the Subject Filter is applied in the dialog.
Click View Data to view the associated data table. Refer to View Data for more information.
Output includes one data set with one record per patient and variables that are used to calculate Mahalanobis distance (named mvio_XXX1, by default) and one data set (named mviomiss_XXX, by default) that describes tests with missing data. Missing flag = 1 means the variable was used and might have caused Mahalanobis distance not to be calculated for a subject. Missing flag = 2 means the variable was not used in distance calculation.
Click Reopen Dialog to reopen the completed process dialog used to generate this output.
Click Create Report to generate a standardized pdf- or rtf-formatted report containing the plots and charts of selected tabs.
Click Add Notes to take notes, and store them in a central location. Refer to Add Notes for more information.
Click View Notes to read user-generated notes. Refer to View Notes for more information.
Click Close All to close all graphics windows and underlying data sets associated with the output.

The _XXX designation is used to designate a one- to three-digit number that is added sequentially to prevent overwriting of existing data sets.