Remove Names from Outlook History List

Create a new mail message Start typing the name of the person you want to remove from the list. The list will popup.
If you know which one of these is incorrect, use your arrow keys (NOT your mouse) to arrow down to the one you want to remove.
Press the Delete key NOT the Back Space key.
This will remove that name from the History List.