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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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| 主要作者: | |
|---|---|
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2007
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| 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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