Optimal Scaling of Mala for Nonlinear Regression

Laird Arnault Breyer, Mauro Piccioni, Sergio Scarlatti

We address the problem of simulating efficiently from the posterior distribution over the parameters of a particular class of nonlinear regression models using a Langevin-Metropoli…