Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data

Victor Chernozhukov, Kaspar Wuthrich, Yinchu Zhu

We extend conformal inference to general settings that allow for time series data. Our proposal is developed as a randomization method and accounts for potential serial dependence…