Criteria of Polya type for radial positive definite functions

Authors
Citation
T. Gneiting, Criteria of Polya type for radial positive definite functions, P AM MATH S, 129(8), 2001, pp. 2309-2318
Citations number
36
Categorie Soggetti
Mathematics
Journal title
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY
ISSN journal
00029939 → ACNP
Volume
129
Issue
8
Year of publication
2001
Pages
2309 - 2318
Database
ISI
SICI code
0002-9939(2001)129:8<2309:COPTFR>2.0.ZU;2-0
Abstract
This article presents sufficient conditions for the positive definiteness o f radial functions f(x) =phi(parallel tox parallel to), x is an element of R-n, in terms of the derivatives of phi. The criterion extends and unifies the previous analogues of Polya's theorem and applies to arbitrarily smooth functions. In particular, it provides upper bounds on the Kuttner-Golubov function k(n)(lambda) which gives the minimal value of kappa such that the truncated power function (1 parallel tox parallel to (lambda))(+)(kappa), x is an element of R-n, is positive definite. Analogous problems and criteri a of Polya type for parallel to.parallel to (alpha)-dependent functions, al pha >0, are also considered.