Published by the Foundation for Open Access Statistics
Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
DiceDesign and DiceEval: Two R Packages for Design and Analysis of Computer Experiments | Dupuy | Journal of Statistical Software
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:: 3596. Submitted: 2012-07-30. Published: 2015-06-21.
Paper: DiceDesign and DiceEval: Two R Packages for Design and Analysis of Computer Experiments     Download PDF (Downloads: 3773)
Supplements:
DiceDesign_1.7.tar.gz: R source package Download (Downloads: 120; 40KB)
DiceEval_1.4.tar.gz: R source package Download (Downloads: 151; 23KB)
v65i11.R: R example code from the paper Download (Downloads: 128; 32KB)

DOI: 10.18637/jss.v065.i11

by
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.