Here is the solution:
In the "Row Groups" section, locate the top-outermost "static" row and click on it.
In the properties pane, you need to set the following properties:
KeepTogether = True
KeepWithGroup = After
RepeatOnNewPage = True
All of these properties must be set for this to work properly.