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Rate-Preserving Shrinking-Support Gaussian Process Prediction

Xiang, Xiaopeng et al.
arXiv (All) · Papers
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methodology
Gaussian process prediction is a central tool in spatial statistics, but standard implementations require dense matrix operations that become prohibitive for large datasets. We propose a scale-adjusted compactly supported working correlation for Gaussian process prediction, using the generalized Wen
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