Hierarchical additive interaction modelling with Gaussian process prior and its efficient implementation for multidimensional grid data

Sahoko Ishida, Francesca Panero, Wicher Bergsma

Additive Gaussian process (GP) models offer flexible tools for modelling complex non-linear relationships and interaction effects among covariates. While most studies have focused…