To delete dimensions:
In your application, select Manage, and then Dimensions.
Select a dimension, then click Actions, and then Delete.
Click Yes to answer the question, “Are you sure you want to delete the selected items?”
The dimension must not be referenced in another dimension or in a data set. You cannot remove Scenario and Entity dimensions, because they are system-created dimensions.