As a Muslim, my belief is that ghosts do not exist according to the assumptions about them. As for the “ghost” sightings you mention, has anyone confirmed what they are that you can say that they are ghosts and not jinns? People might see those things and as far as they know, they are encountering ghosts. Somebody who knows them as jinns might experience the same thing and they will say that they encountered jinns.