It does include the trailer, but because of the odd setup of the disc you have to access the special features section of The Curse of the Living Corpse to reach the trailers for both films.

BTW, Dark Sky also has a couple drive-in double feature discs coming out that include the trailer for this and some of their other films as part of the "drive-in experience"