 Moore joined the Marine Corps in 1941.He was a highly decorated Marine Corps captain, a veteran of the Guadalcanal Campaign during World War II earning the Navy Cross, a Silver Star and a Purple Heart.Returning home after the War, Moore was ordained in 1949 after graduating from the General Theological Seminary in New York City.