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DiceDesign (version 1.10)
Designs of Computer Experiments
Description
Space-Filling Designs and space-filling criteria (distance-based and uniformity-based), with emphasis to computer experiments;
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1.10
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Install
install.packages('DiceDesign')
Monthly Downloads
32,120
Version
1.10
License
GPL-3
Maintainer
Celine Helbert
Last Published
December 7th, 2023
Functions in DiceDesign (1.10)
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mstCriteria
Deriving the MST criteria
nolhdrDesign
De Rainville's Nearly Orthogonal Latin Hypercube Designs
meshRatio
MeshRatio measure
runif.faure
Low discrepancy sequence : Faure
scaleDesign
Scale a Design
phiP
phiP criterion
olhDesign
Nguyen's Orthogonal Latin Hypercube Designs
xDRDN
Extract a Design and Give it a Range and Dimnames
rss3d
3D graphical tool for defect detection of Space-Filling Designs.
wspDesign
WSP algorithm
rss2d
2D graphical tool for defect detection of Space-Filling Designs.
straussDesign
Designs based on Strauss process
unscaleDesign
Unscale a Design
unif.test.quantile
Quantile of some uniformity tests
unif.test.statistic
Statistic of some uniformity tests
discrepESE_LHS
Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteria
mindist
Mindist measure
discrepSA_LHS
Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteria
OA131_scrambled
A scrambled 3D orthogonal array of strength 2
discrepancyCriteria
Discrepancy measure
dmaxDesign
Maximum Entropy Designs
maximinSA_LHS
Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via phiP criteria
NOLHdesigns
List of Cioppa's Nearly Orthogonal Latin Hypercubes designs
DiceDesign-package
Designs of Computer Experiments
OA131
A 3D orthogonal array of strength 2
coverage
Coverage
nolhDesign
Cioppa's Nearly Orthogonal Latin Hypercube Designs
faureprimeDesign
A special case of the low discrepancy Faure sequence
NOLHDRdesigns
List of De Rainville's Nearly Orthogonal Latin Hypercubes designs
factDesign
Full Factorial Designs
lhsDesign
Latin Hypercube Designs
maximinESE_LHS
Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via phiP criteria