Mixtures of g-Priors for Generalised Additive Model Selection with Penalised Splines

Daniel Sabanés Bové, Leonhard Held, Göran Kauermann

We propose an objective Bayesian approach to the selection of covariates and their penalised splines transformations in generalised additive models. Specification of a reasonable d…