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Bayesian Smoothing with Gaussian Processes Using Fourier Basis Functions in the spectralGP Package

The spectral representation of stationary Gaussian processes via the Fourier basis provides a computationally efficient specification of spatial surfaces and nonparametric regression functions for use in various statistical models. I describe the representation in detail and introduce the spectralGP...

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Na minha lista:
Sonraí Bibleagrafaíochta
Príomhúdar: Paciorek, Christopher J.
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2007
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2156645/
https://ncbi.nlm.nih.gov/pubmed/18163161
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