On the Reports tab, select the multi view folder 
Optionally, expand the folder and select the category, and select the category (Favorite Reports, My Reports, or Public Reports), in the navigation pane.
Click the New Report button: 
The Create a new Multi-View Report dialog box appears.
Enter a Report name.
If you want to make the report available as a public report, select is public.
For Choose the number of reports you want to display, select a number.
Select the layout from the options below. This determines how the reports will be arranged in the content pane when you run the report, as indicated in the diagrams.
For Select a report, Select the type of report you want to include in the multi view report (Public, Private, Project/Stream, Request, Baseline, or Item)
Optionally, enter a filter expression to filter the names of the reports that will appear in the selection list below.
Click the Search button.
This will populate the Results list.
Select the name of the report that you want include from the Results list.
The name of the report will appear in the list below.
Repeat Step 7 through Step 10 for each additional report you want to include.
If you want to remove a report, click the remove link against that report.
If you want to change the order of a report, click the 
or 
button.
If you want this report to be selected when displaying your home view, select Set as Home view.
Click OK to save the multi-view report.