Log-density gradient covariance and automatic metric tensors for Riemann manifold Monte Carlo methods

Tore Selland Kleppe

A metric tensor for Riemann manifold Monte Carlo particularly suited for non-linear Bayesian hierarchical models is proposed. The metric tensor is built from symmetric positive sem…