SparseNUTS: Preconditioning hierarchical models in HMC with a sparse “Laplace approximation” at the marginal mode

This post is from Bob. Cole Monnahan (who came up with the idea and did the heavy lifting), two of his colleagues from the Template Model Builder (TMB) project, Kasper Kristensen and James T. Thorson, and I just put a … Continue reading → …