Rolling-Origin Conformal Prediction under Local Stationarity and Weak Dependence

Stanisław M. S. Halkiewicz

We propose and analyse rolling-origin conformal prediction for time-series forecasting. The method calibrates the conformal quantile against the $m$ most recent pseudo-out-of-sampl…