Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Zitong Yang, Emmanuel Candès, Lihua Lei

We introduce Bellman Conformal Inference (BCI), a framework that wraps around any time series forecasting models and provides approximately calibrated prediction intervals. Unlike…