Toward a diagnostic toolkit for linear models with Gaussian-process distributed random effects

Maitreyee Bose, James S. Hodges, Sudipto Banerjee

Gaussian processes (GPs) are widely used as distributions of random effects in linear mixed models, which are fit using the restricted likelihood or the closely-related Bayesian an…