| New approaches to Bayesian consistency (2004) | |||||||||||||
Abstract | |||||||||||||
| 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. | |||||||||||||
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