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CGGP  

Composite Grid Gaussian Processes
View on CRAN: Click here


Download and install CGGP package within the R console
Install from CRAN:
install.packages("CGGP")

Install from Github:
library("remotes")
install_github("cran/CGGP")

Install by package version:
library("remotes")
install_version("CGGP", "1.0.4")



Attach the package and use:
library("CGGP")
Maintained by
Collin Erickson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-13
Latest Update: 2021-05-08
Description:
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.
How to cite:
Collin Erickson (2019). CGGP: Composite Grid Gaussian Processes. R package version 1.0.4, https://cran.r-project.org/web/packages/CGGP. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2019-06-13 14:20), 1.0.1 (2019-06-15 00:58), 1.0.2 (2020-03-29 12:50), 1.0.3 (2021-05-08 17:10)
Other packages that cited CGGP R package
View CGGP citation profile
Other R packages that CGGP depends, imports, suggests or enhances
Complete documentation for CGGP
Functions, R codes and Examples using the CGGP R package
Some associated functions: CGGP . CGGP_internal_CorrMatCauchy . CGGP_internal_CorrMatCauchySQ . CGGP_internal_CorrMatCauchySQT . CGGP_internal_CorrMatGaussian . CGGP_internal_CorrMatMatern32 . CGGP_internal_CorrMatMatern52 . CGGP_internal_CorrMatPowerExp . CGGP_internal_CorrMatWendland0 . CGGP_internal_CorrMatWendland1 . CGGP_internal_CorrMatWendland2 . CGGP_internal_MSEpredcalc . CGGP_internal_calcMSE . CGGP_internal_calcMSEde . CGGP_internal_calcpw . CGGP_internal_calcpwanddpw . CGGP_internal_gneglogpost . CGGP_internal_neglogpost . CGGP_internal_set_corr . CGGPappend . CGGPcreate . CGGPfit . CGGPplotblocks . CGGPplotblockselection . CGGPplotcorr . CGGPplotheat . CGGPplothist . CGGPplotsamplesneglogpost . CGGPplotslice . CGGPplottheta . CGGPplotvariogram . CGGPpred . CGGPvalplot . CGGPvalstats . plot.CGGP . print.CGGP . rcpp_fastmatclcr . rcpp_fastmatclcranddclcr . rcpp_gkronDBS . rcpp_kronDBS . valplot . valstats . 
Some associated R codes: CGGP.R . CGGP_S3_methods.R . CGGP_append_fs.R . CGGP_calc_lS_cholS_valo_etc.R . CGGP_calc_supp_pw_sigma2_Sti.R . CGGP_corr_fs.R . CGGP_create_fs.R . CGGP_fastcalcassist_fs.R . CGGP_fit_fs.R . CGGP_fitwithonlysupp.R . CGGP_gneglogpost.R . CGGP_impute_fs.R . CGGP_neglogpost.R . CGGP_plot.R . CGGP_postvarcalc.R . CGGP_pred_fs.R . CGGP_predwithonlysupp.R . CGGP_sharedfunctions.R . RcppExports.R .  Full CGGP package functions and examples
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