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arxiv: 1110.3777 · v4 · submitted 2011-10-17 · 🧮 math.ST · math.PR· stat.TH

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Gaussian semiparametric estimates on the unit sphere

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classification 🧮 math.ST math.PRstat.TH
keywords gaussiansemiparametricweakapproximateassociatedasympoticcasescoefficients
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We study the weak convergence (in the high-frequency limit) of the parameter estimators of power spectrum coefficients associated with Gaussian, spherical and isotropic random fields. In particular, we introduce a Whittle-type approximate maximum likelihood estimator and we investigate its asympotic weak consistency and Gaussianity, in both parametric and semiparametric cases.

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