We establish weak convergence of the empirical process on the spherical harmonics of a Gaussian random field in the presence of an unknown angular power spectrum. This result suggests various Gaussianity tests with an asymptotic justification. The issue of testing for Gaussianity on isotropic spherical random fields has recently received strong empirical attention in the cosmological literature, in connection with the statistical analysis of cosmic microwave background radiation.

The empirical process on Gassian spherical harmonics / Marinucci, D.; Piccioni, Mauro. - In: ANNALS OF STATISTICS. - ISSN 0090-5364. - STAMPA. - 32:(2004), pp. 1261-1288. [10.1214/009053604000000355]

The empirical process on Gassian spherical harmonics

PICCIONI, MAURO
2004

Abstract

We establish weak convergence of the empirical process on the spherical harmonics of a Gaussian random field in the presence of an unknown angular power spectrum. This result suggests various Gaussianity tests with an asymptotic justification. The issue of testing for Gaussianity on isotropic spherical random fields has recently received strong empirical attention in the cosmological literature, in connection with the statistical analysis of cosmic microwave background radiation.
2004
01 Pubblicazione su rivista::01a Articolo in rivista
The empirical process on Gassian spherical harmonics / Marinucci, D.; Piccioni, Mauro. - In: ANNALS OF STATISTICS. - ISSN 0090-5364. - STAMPA. - 32:(2004), pp. 1261-1288. [10.1214/009053604000000355]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/19394
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