Sparse Grid Designs

version (135 KB) by Matthew Plumlee
This package enables fast prediction with Gaussian process even when the sample size is large.


Updated 27 Feb 2014

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This package enables Gaussian process prediction with very large sample sizes with a much smaller computational burden than many existing methods. This code was written and designed by Matthew Plumlee while writing with the paper "Fast prediction of deterministic functions using sparse grid experimental designs" (in-press at Journal of the American Statistical Association, version available at

Cite As

Matthew Plumlee (2022). Sparse Grid Designs (, MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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