She was born in Park Ridge, Illinois, a suburb of Chicago, Illinois. She was the daughter of Elsie Mary (née Reif), a writer of several prize-winning children's novels, and Norman Arthur Ziegler. Her paternal grandfather was Arthur Charles Ziegler, a classical musician and first violinist for the Chicago Symphony Orchestra. Her sister is actress Gail Brown. Black was of German, Czech and Norwegian ancestry.