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Fisher-type information involving higher order derivatives

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arxiv 2412.10200 v1 pith:CCZ6RT2L submitted 2024-12-13 cs.IT math.IT

classification cs.ITmath.IT
keywords derivativesfisher-typehigherinformationinvolvingorderpropertiesbasic
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Basic general properties are considered for the Fisher-type information involving higher order derivatives. They are used to explore various properties of probability densities and to derive Stam-type inequalities.

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  1. Stabilized Higher-Order Influence Functions: Statistical Theory of a Class of Bilinear Forms

    math.ST 2026-07 conditional novelty 6.0 of 10

    Same-sample stabilized HOIF estimators for bilinear forms are √n-CAN for k=o(n) and more numerically stable than sample-split empirical HOIFs.

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