Max-and-Smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models

Birgir Hrafnkelsson, Stefan Siegert, Raphaël Huser +2

With modern high-dimensional data, complex statistical models are necessary, requiring computationally feasible inference schemes. We introduce Max-and-Smooth, an approximate Bayes…