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Criteria of Pólya type for radial positive definite functions

Authors: Gneiting, Tilmann;

Criteria of Pólya type for radial positive definite functions

Abstract

This article presents sufficient conditions for the positive definiteness of radial functions f ( x ) = φ ( ‖ x ‖ ) f(x) = \varphi (\|x\|) , x ∈ R n x \in \mathbb {R}^n , in terms of the derivatives of φ \varphi . The criterion extends and unifies the previous analogues of Pólya’s theorem and applies to arbitrarily smooth functions. In particular, it provides upper bounds on the Kuttner-Golubov function k n ( λ ) k_n(\lambda ) which gives the minimal value of κ \kappa such that the truncated power function ( 1 − ‖ x ‖ λ ) + κ (1-\|x\|^\lambda )_+^\kappa , x ∈ R n x \in \mathbb {R}^n , is positive definite. Analogous problems and criteria of Pólya type for ‖ ⋅ ‖ α \|\cdot \|_\alpha -dependent functions, α > 0 \alpha > 0 , are also considered.

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Keywords

Pólya type criterion, Characteristic functions; other transforms, Fourier and Fourier-Stieltjes transforms and other transforms of Fourier type, Positive definite functions in one variable harmonic analysis, positive definite function, Kuttner-Golubov problem, radial function

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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!
35
Top 10%
Top 10%
Average
hybrid
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