Schoenberg coefficients and curvature at the origin of continuous isotropic positive definite kernels on spheres

Ahmed Arafat, Pablo Gregori, Emilio Porcu

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

We consider the class Ψd of continuous functions that define isotropic covariance functions in the d-dimensional sphere Sd. We provide a new recurrence formula for the solution of Problem 1 in Gneiting (2013b), solved by Fiedler (2013). In addition, we have improved the current bounds for the curvature at the origin of locally supported covariances (Problem 3 in Gneiting (2013b)), which is of applied interest at least for d=2.

Original languageBritish English
Article number108618
JournalStatistics and Probability Letters
Volume156
DOIs
StatePublished - Jan 2020

Keywords

  • Gegenbauer polynomials
  • Isotropic covariance function
  • Positive definite kernel
  • Schoenberg coefficients

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