Robust Prediction Variance Estimation for Gaussian Process Regression Under Covariance Smoothness Misspecification

Roberto Rivera

Best Linear Unbiased Prediction (BLUP) has been a dominant approach in Generalized Linear Mixed Models, spatial models, and Gaussian Process Regression (GPR). In addition to their…