It is not possible to make changes to a report that has already been closed ("Completed" status).
​
But you can use a trick:

Click "New version" - it will be full copy of the previous report - with all notes, comments and settings.

Now you can make your changes (don't forget to change the date).

After changes are made you can delete the previous one report if you want.