Package: DiceDesign 1.10

DiceDesign: Designs of Computer Experiments

Space-Filling Designs and space-filling criteria (distance-based and uniformity-based), with emphasis to computer experiments; <doi:10.18637/jss.v065.i11>.

Authors:Jessica Franco, Delphine Dupuy, Olivier Roustant, Patrice Kiener, Guillaume Damblin and Bertrand Iooss.

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NEWS

# Install 'DiceDesign' in R:
install.packages('DiceDesign', repos = c('https://chelbert.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • NOLHDRdesigns - List of De Rainville's Nearly Orthogonal Latin Hypercubes designs
  • NOLHdesigns - List of Cioppa's Nearly Orthogonal Latin Hypercubes designs
  • OA131 - A 3D orthogonal array of strength 2
  • OA131_scrambled - A scrambled 3D orthogonal array of strength 2

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

27 exports 5.08 score 0 dependencies 58 dependents 1 mentions 230 scripts 26.5k downloads

Last updated 10 months agofrom:cb8ed2de4f. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 18 2024
R-4.5-win-x86_64OKSep 18 2024
R-4.5-linux-x86_64OKSep 18 2024
R-4.4-win-x86_64OKSep 18 2024
R-4.4-mac-x86_64OKSep 18 2024
R-4.4-mac-aarch64OKSep 18 2024
R-4.3-win-x86_64OKSep 18 2024
R-4.3-mac-x86_64OKSep 18 2024
R-4.3-mac-aarch64OKSep 18 2024

Exports:coveragediscrepancyCriteriadiscrepESE_LHSdiscrepSA_LHSdmaxDesignfactDesignfaureprimeDesignlhsDesignmaximinESE_LHSmaximinSA_LHSmeshRatiomindistmstCriterianolhDesignnolhdrDesignolhDesignphiPrss2drss3drunif.faurescaleDesignstraussDesignunif.test.quantileunif.test.statisticunscaleDesignwspDesignxDRDN

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Designs of Computer ExperimentsDiceDesign-package DiceDesign
Coveragecoverage
Discrepancy measurediscrepancyCriteria
Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteriadiscrepESE_LHS
Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteriadiscrepSA_LHS
Maximum Entropy DesignsdmaxDesign
Full Factorial DesignsfactDesign
A special case of the low discrepancy Faure sequencefaureprimeDesign
Latin Hypercube DesignslhsDesign
Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via phiP criteriamaximinESE_LHS
Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via phiP criteriamaximinSA_LHS
MeshRatio measuremeshRatio
Mindist measuremindist
Deriving the MST criteriamstCriteria
Cioppa's Nearly Orthogonal Latin Hypercube DesignsnolhDesign
List of Cioppa's Nearly Orthogonal Latin Hypercubes designsNOLHdesigns
De Rainville's Nearly Orthogonal Latin Hypercube DesignsnolhdrDesign
List of De Rainville's Nearly Orthogonal Latin Hypercubes designsNOLHDRdesigns
A 3D orthogonal array of strength 2OA131
A scrambled 3D orthogonal array of strength 2OA131_scrambled
Nguyen's Orthogonal Latin Hypercube DesignsolhDesign
phiP criterionphiP
2D graphical tool for defect detection of Space-Filling Designs.rss2d
3D graphical tool for defect detection of Space-Filling Designs.rss3d
Low discrepancy sequence : Faurerunif.faure
Scale a DesignscaleDesign
Designs based on Strauss processstraussDesign
Quantile of some uniformity testsunif.test.quantile
Statistic of some uniformity testsunif.test.statistic
Unscale a DesignunscaleDesign
WSP algorithmwspDesign
Extract a Design and Give it a Range and DimnamesxDRDN