Thrilled to be able to share our new paper on the bias introduced by the Laplace approximation to the marginal likelihood for hierarchical models
Due to the high dimensional integration over latent variables, computing marginal likelihood and posterior distributions for the parameters of a general hierarchical model is a difficult task. The Mar...