For more information on grading different assignments and different statuses, this article and video offer a rather in-depth analysis:
https://voicethread.com/howto/grading-assignments/
One important thing to note is that while you can edit an assignment that is in progress, you should be careful to not alter settings that would make previous submissions inaccessible.