Son of William Benjamin Duncan and Sarah Jane Ramsey. He married Carrie Virginia King (dau. of John F. King and Virginia C. King) in 1883. He remarried after her death in 1899. Edward C. Duncan's second wife was Alma Speight. He had four children: Edward Carlton Duncan; William Duncan; Charles Duncan; and Elizabeth Duncan.