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Statistics & Probability Letters
Article . 2010 . Peer-reviewed
License: Elsevier TDM
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zbMATH Open
Article . 2010
Data sources: zbMATH Open
https://dx.doi.org/10.48550/ar...
Article . 2010
License: arXiv Non-Exclusive Distribution
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Fisher information of scale

Authors: Ruckdeschel, Peter; Rieder, Helmut;

Fisher information of scale

Abstract

Motivated by the information bound for the asymptotic variance of M-estimates for scale, we define Fisher information of scale of any distribution function F on the real line as a suitable supremum. In addition, we enforce equivariance by a scale factor. Fisher information of scale is weakly lower semicontinuous and convex. It is finite iff the usual assumptions on densities hold, under which Fisher information of scale is classically defined, and then both classical and our notions agree. Fisher information of scale finite is also equivalent to L_2-differentiability and local asymptotic normality, respectively, of the scale model induced by F.

6 pages

Keywords

\(L_{2}\)-differentiability, Mathematics - Statistics Theory, Statistics Theory (math.ST), 62F12, 62F35, Statistical aspects of information-theoretic topics, absolute continuity of measures and functions, LAN, FOS: Mathematics, one-dimensional scale, Robustness and adaptive procedures (parametric inference), Asymptotic properties of parametric estimators, Fisher information bound

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
bronze