Minimal Sufficient $|sigma$-Fields and Minimal Sufficient Statistics. Two Counterexamples

Abstract

In this paper there are solved two problems raised by Bahadur(1954) which concern the relation between the existence of a minimal sufficient sigma-field and the existence of a minimal sufficient statistic. Two examples show that the existence of a minimal sufficient sigma-field is neither necessary nor sufficient for the existence of a minimal sufficient statistic