Born Janet Pearson Cox in Bronxville, New York to Vernon Cox, a schoolmaster at St. Bernard's School in Manhattan, and Mary Bostwick Cox, a Wellesley College graduate in Art History.
In 1961-63 she was a member of the first class of Fellows to Villa I Tatti, The Harvard Center for Italian Renaissance Studies.