Unfortunately, no. You can change the page margins in your doc and create custom margins. But the next time you create a new document, Word Online will revert to the Normal margin setting of one inch on each side of the page.
Tip: Office Online are updated all the time with new features. For the latest feature announcements, visit the Office Online blog.