I Am Obsessed With Ghost Stories And The Topic Of Ghosts

I'm wondering whether you can choose to stay on earth as a ghost or to go to the next world when you die. And if not, what makes the decision of whether your soul goes or stays?

I've heard stories of the ghosts of people who died centuries ago but who's souls still wander around the place. Damn that must be boring and lonely...