His father, Robert Corkill Quine (1895-1943), was a medical surgeon and major in the U.S. Air Force, killed in the crash of a B-24 Liberator bomber near Gunnison, Colorado, on July 19, 1943. His mother, Irene Elizabeth Quine (1916-2008), worked as a dental assistant.