Package: CGGP 1.0.4.9000

CGGP: Composite Grid Gaussian Processes

Run computer experiments using the adaptive composite grid algorithm with a Gaussian process model. The algorithm works best when running an experiment that can evaluate thousands of points from a deterministic computer simulation. This package is an implementation of a forthcoming paper by Plumlee, Erickson, Ankenman, et al. For a preprint of the paper, contact the maintainer of this package.

Authors:Collin Erickson [aut, cre], Matthew Plumlee [aut]

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CGGP.pdf |CGGP.html✨
CGGP/json (API)
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Bug tracker:https://github.com/collinerickson/cggp/issues

On CRAN:

39 exports 2 stars 1.11 score 2 dependencies 13 scripts 254 downloads

Last updated 8 months agofrom:51db6eba82. Checks:OK: 9. Indexed: yes.

Exports:CGGP_internal_calcMSECGGP_internal_calcMSEdeCGGP_internal_calcpwCGGP_internal_calcpwanddpwCGGP_internal_CorrMatCauchyCGGP_internal_CorrMatCauchySQCGGP_internal_CorrMatCauchySQTCGGP_internal_CorrMatGaussianCGGP_internal_CorrMatMatern32CGGP_internal_CorrMatMatern52CGGP_internal_CorrMatPowerExpCGGP_internal_CorrMatWendland0CGGP_internal_CorrMatWendland1CGGP_internal_CorrMatWendland2CGGP_internal_gneglogpostCGGP_internal_MSEpredcalcCGGP_internal_neglogpostCGGP_internal_set_corrCGGPappendCGGPcreateCGGPfitCGGPplotblocksCGGPplotblockselectionCGGPplotcorrCGGPplotheatCGGPplothistCGGPplotsamplesneglogpostCGGPplotsliceCGGPplotthetaCGGPplotvariogramCGGPpredCGGPvalplotCGGPvalstatsrcpp_fastmatclcrrcpp_fastmatclcranddclcrrcpp_gkronDBSrcpp_kronDBSvalplotvalstats

Dependencies:RcppRcppArmadillo