To edit an event, go to an event listing and click the icon (or on the dashboard) at the event you want to edit.
Then, click the Edit event button in the lower right corner. The button will only occur if you have permission to create and edit events.
Now, you can edit all the same information as when creating an event. When done editing, click the Save button to save the changes.