For fantasy in general, the short story has been less of a focus than science fiction, it would appear. I certainly also have less of it in my collection, or in my head. However, such a form has been around a lot longer, with more practitioners. Monster and ghost stories galore for centuries, for example, not to mention the various mythological tales from all around the world.