He was the son of Virginia Ann (Eberhardt), who was of German parentage, and Samuel McClure Slater. His brother, Thomas G. Slater, was also a radio personality. Thomas's son, Bill's nephew, is actor Michael Hawkins, and Thomas's grandson, Bill's great-nephew, is actor Christian Slater.