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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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書目詳細資料
主要作者: Paciorek, Christopher J.
格式: Artigo
語言:Inglês
出版: 2007
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2156645/
https://ncbi.nlm.nih.gov/pubmed/18163161
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