74 citations · 99 across the 3 of their papers we have counts for
3 papers
Approximate Bayesian Model Selection with the Deviance Statistic
Leonhard Held, Daniel Sabanés Bové, Isaac Gravestock
Bayesian model selection poses two main challenges: the specification of parameter priors for all models, and the computation of the resulting Bayes factors between models. There i…
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…
Hyper-g Priors for Generalized Linear Models
Daniel Sabanés Bové, Leonhard Held
We develop an extension of the classical Zellner's g-prior to generalized linear models. The prior on the hyperparameter g is handled in a flexible way, so that any continuous prop…