In 1950, Bill's mother returned from nursing college and married Roger Clinton Sr., who co-owned an automobile dealership in Hot Springs, Arkansas, with his brother and Earl T. Ricks. He is the son of William Jefferson Blythe Jr., a touring salesman who experienced died in an car accident three months right before his birth, and Virginia Dell Cassidy (later Virginia Kelley).