Michael Anderson came from a theatrical family. His parents were the actors Lawrence and Beatrice Anderson. His great-aunt was Mary Anderson of Louisville, Kentucky, who became one of the first American Shakespearian actresses; the Mary Anderson Theatre in Louisville was dedicated to her.