Conformal Prediction with Time-Series Data via Sequential Conformalized Density Regions

M. Sampson, K. S. Chan

We propose a new conformal prediction method for time-series data with a guaranteed asymptotic conditional coverage rate, Sequential Conformalized Density Regions (SCDR), which is…