  We use martingales to study Bayesian consistency. We derive sufficient
conditions for both Hellinger and Kullback-Leibler consistency, which do not
rely on the use of a sieve. Alternative sufficient conditions for Hellinger
consistency are also found and demonstrated on examples.
