New approaches to Bayesian consistency
成果类型：
Article
署名作者：
Walker, S
署名单位：
University of Bath
刊物名称：
ANNALS OF STATISTICS
ISSN/ISSBN：
0090-5364
DOI：
10.1214/009053604000000409
发表日期：
2004
页码：
2028-2043
关键词：
摘要：
We use martingales to study Bayesian consistency. We derive sufficient conditions for both Hettinger 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.