Large deviations for Independent Metropolis Hastings and Metropolis-adjusted Langevin algorithm

Federica Milinanni, Pierre Nyquist

In this paper, we prove large deviation principles for the empirical measures associated with the Independent Metropolis Hastings (IMH) sampler and the Metropolis-adjusted Langevin…