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• W1799424232 abstract "<!-- *** Custom HTML *** --> In recent years, the literature in the area of Bayesian asymptotics has been rapidly growing. It is increasingly important to understand the concept of posterior consistency and validate specific Bayesian methods, in terms of consistency of posterior distributions. In this paper, we build up some conceptual issues in consistency of posterior distributions, and discuss panoramic views of them by comparing various approaches to posterior consistency that have been investigated in the literature. In addition, we provide interesting results on posterior consistency that deal with non-exponential consistency, improper priors and non i.i.d. (independent but not identically distributed) observations. We describe a few examples for illustrative purposes." @default.
• W1799424232 created "2016-06-24" @default.
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• W1799424232 date "2008-01-01" @default.
• W1799424232 modified "2023-10-01" @default.
• W1799424232 title "Remarks on consistency of posterior distributions" @default.
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• W1799424232 doi "https://doi.org/10.1214/074921708000000138" @default.
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