Yongku Kim

Conformal prediction for spatial data with GAM-trend adjustment

Reliable uncertainty quantification for spatial prediction remains a central challenge due to the sensitivity of classical geostatistical methods, particularly kriging, to assumptions of stationarity, Gaussianity, and correctly specified covariance models.This study presents a pr...