|Authors:||Delphine Dupuy, Céline Helbert, Jessica Franco|
|Title:||DiceDesign and DiceEval: Two R Packages for Design and Analysis of Computer Experiments|
|Abstract:||This paper introduces two R packages available on the Comprehensive R Archive network. The main application concerns the study of computer code output. Package DiceDesign is dedicated to numerical design of experiments, from the construction to the study of the design properties. Package DiceEval deals with the fit, the validation and the comparison of metamodels. After a brief presentation of the context, we focus on the architecture of these two packages. A two-dimensional test function will be a running example to illustrate the main functionalities of these packages and an industrial case study in five dimensions will also be detailed.|
Page views:: 7442. Submitted: 2012-07-30. Published: 2015-06-21.
DiceDesign and DiceEval: Two R Packages for Design and Analysis of Computer Experiments
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.