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?"
Note:
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.