Prediction Sets and Conformal Inference with Interval Outcomes

Weiguang Liu, Áureo de Paula, Elie Tamer

Given data on a random variable \(Y\), a prediction set with miscoverage level \(α\in (0,1)\) is a set that contains a new draw of \(Y\) with probability \(1-α\). Among all predi…