A re-implementation of quantile kriging. Quantile kriging was described by Plumlee and Tuo (2014) <doi:10.1080/00401706.2013.860919>. With computational savings when dealing with replication from the recent paper by Binois, Gramacy, and Ludovski (2018) <doi:10.1080/10618600.2018.1458625> it is now possible to apply quantile kriging to a wider class of problems. In addition to fitting the model, other useful tools are provided such as the ability to automatically perform leave-one-out cross validation.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | hetGP (≥ 1.1.1), Matrix (≥ 1.2.17), ggplot2 (≥ 3.2.1), reshape2 (≥ 1.4.3), stats |
| Suggests: | testthat (≥ 2.1.0) |
| Published: | 2020-03-06 |
| DOI: | 10.32614/CRAN.package.quantkriging |
| Author: | Kevin R. Quinlan [aut, cre], Jim R. Leek [aut], Lawrence Livermore National Security [cph] |
| Maintainer: | Kevin R. Quinlan <quinlan5 at llnl.gov> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | quantkriging results |
| Reference manual: | quantkriging.html , quantkriging.pdf |
| Package source: | quantkriging_0.1.0.tar.gz |
| Windows binaries: | r-devel: quantkriging_0.1.0.zip, r-release: quantkriging_0.1.0.zip, r-oldrel: quantkriging_0.1.0.zip |
| macOS binaries: | r-release (arm64): quantkriging_0.1.0.tgz, r-oldrel (arm64): quantkriging_0.1.0.tgz, r-release (x86_64): quantkriging_0.1.0.tgz, r-oldrel (x86_64): quantkriging_0.1.0.tgz |
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