Conformal Prediction Intervals for Semi-Functional Partial Linear Regression Under β-Mixing Dependence
We study prediction intervals for the semi-functional partial linear model (SFPLM) under stationary, geometrically β-mixing dependence. We analyze a split conformal procedure based on a three way data partition with buffer gaps, a functional principal component projection semi-metric on the functional covariate, profil...