There is another (possible but unlikely) reason, which is that by wearing a ski mask they are protected from small debris like splinters. Though it would be completely unnecessary if they waited until the person was out of their house to arrest them.
I wouldn’t think those masks would stop much, but at least it is a plausible reason.