A Bayes but Not Classically Sufficient Statistic

David Blackwell, Ravi Ramamoorthi · The Annals of Statistics · 1982

In a Borel setting, every classically sufficient statistic is Bayes sufficient, but not vice versa. The example is a hypothesis testing problem in which Bayesians, but not classicists, can achieve zero error probabilities.

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