Optimal scaling of the random walk Metropolis on elliptically symmetric unimodal targets

Chris Sherlock, Gareth Roberts

Scaling of proposals for Metropolis algorithms is an important practical problem in MCMC implementation. Criteria for scaling based on empirical acceptance rates of algorithms have…