Does the word ghost need a capital letter?

Only if it is in the title of a book or movie or song. Otherwise, it is just another common noun and does not need to be capitalized. So... Neil Peart of the rock band Rush wrote a book called "Ghost Rider." When I was a kid, my favorite comic was "Casper the Friendly Ghost." But... He was scared because he thought he saw a ghost.