Fast, Scalable Approximations to Posterior Distributions in Extended Latent Gaussian Models

Alex Stringer, Patrick Brown, Jamie Stafford

We define a novel class of additive models, called Extended Latent Gaussian Models, that allow for a wide range of response distributions and flexible relationships between the add…