Jones was married to his third wife, The Mod Squad and Twin Peaks actress Peggy Lipton, from 1974 to 1990. Together the couple had two daughters, Rashida Jones and Kidada Jones, both of whom became actresses. Despite their divorce, Jones and Lipton still remain close today, with Lipton playing a big role in Quincy.