Beating a Dead Horse to Death... Again is a retrospective compilation album released by Baltimore avant-garde metal band Dog Fashion Disco in 2008, two years after their final album, Adultery, and a year after their disbandment. The CD contains rare previously released material, including a version of the Day of the Dead EP in its entirety with re-recorded bass and drum tracks, as well as material that had previously received no official release.