Ghosts are mad, tormented spirits of the dead. They're bound to this world by the excruciating death of its former body. "Killing" a ghost is possible, it will sever the bond and let the spirit finally rest.
Ghosts have the ability to become invisible. Since they continue having physical representations, invisible ghosts still displace air. A counter-technique to the ghosts' invisibility is producing fog or smoke.