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stat.ME2023
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…
stat.ME2023
Marginal Models: an Overview
Tamas Rudas, Wicher Bergsma
Marginal models involve restrictions on the conditional and marginal association structure of a set of categorical variables. They generalize log-linear models for contingency tabl…