Col. Casey was married three times first to Gilla Dean. This union produced three children: Catherine Benson Casey, Rebecca Jane Casey and John Madison Casey. He then married Cynthia G. Joyner a union which producedd no children. His last marriage was to Elizabeth Catherine Smith, a union which also produced three children: Hiram, Randolph D, Jr. and Samuel R.
