Wittes is the daughter of a chemist and a psychologist. She began her studies at Radcliffe College in the biochemistry program, choosing it over chemistry because of its added opportunities for mentorship. Her faculty mentor, John Tileston Edsall, noting her preference for inference over experiment, guided her to aim for a career in statistics. Towards this goal, she switched her major to mathematics, graduating in 1964.
