Package: quantkriging 0.1.0

quantkriging: Quantile Kriging for Stochastic Simulations with Replication

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.

Authors:Kevin R. Quinlan [aut, cre], Jim R. Leek [aut], Lawrence Livermore National Security [cph]

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5 exports 0.00 score 35 dependencies 2 scripts 608 downloads

Last updated 5 years agofrom:c959e5dd1e. Checks:OK: 7. Indexed: yes.

Exports:LOOquantsnew_QKResultsnewQuantsquantKrigQuantPlot

Dependencies:clicolorspaceDiceDesignfansifarverggplot2gluegtablehetGPisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbleutf8vctrsviridisLitewithr