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- W2890987982 abstract "In this paper, Bayesian lower bounds (BLBs) are obtained via a general form of the Pythagorean theorem where the inner product derives from the joint or the a-posteriori probability density function (pdf). When joint pdf is considered, the BLBs obtained encompass the Weiss-Weinstein family (WWF). When a-posteriori pdf is considered, by resorting to an embedding between two ad hoc subspaces, it is shown that any “standard” BLBs of the WWF admits a “tighter” form which upper bounds the “standard” form. Interestingly enough, this latter result may explain why the “standard” BLBs of the WWF are not always as tight as expected, as exemplified in the case of the Bayesian Cramer-Rae Bound. As a consequence an updated definition of efficiency is proposed, as well as the introduction of an updated class of efficient estimators." @default.
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- W2890987982 date "2018-07-01" @default.
- W2890987982 modified "2023-09-23" @default.
- W2890987982 title "A General Class of Bayesian Lower Bounds Tighter than the Weiss-Weinstein Family" @default.
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- W2890987982 doi "https://doi.org/10.23919/icif.2018.8455577" @default.
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