Compute the mindist criterion (also called maximin)
● Data Source:
CranContrib
● Keywords: design
● Alias: mindist
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0 images
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runif.faure
(Package: DiceDesign) :
Low discrepancy sequence : Faure
Generate a Faure sequence with n experiments in [0,1]^d.
● Data Source:
CranContrib
● Keywords: design
● Alias: runif.faure
●
1 images
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Space-Filling Designs (SFD) and space-filling criteria (distance-based and uniformity-based).
● Data Source:
CranContrib
● Keywords: package
● Alias: DiceDesign, DiceDesign-package
●
6 images
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discrepESE_LHS
(Package: DiceDesign) :
Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteria
The objective is to produce low-discrepancy LHS. ESE is a powerful genetic algorithm to produce space-filling designs. It has been adapted here to main discrepancy criteria.
● Data Source:
CranContrib
● Keywords: design
● Alias: discrepESE_LHS
●
0 images
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rss3d
(Package: DiceDesign) :
3D graphical tool for defect detection of Space-Filling Designs.
For a 3-dimensional design, the 3D radial scanning statistic (RSS) scans angularly the domain. In each direction, it compares the distribution of projected points to their theoretical distribution under the assumption that all design points are drawn from uniform distribution. For a d-dimensional design, all triplets of dimensions are scanned. The RSS detects the defects of low discrepancy sequences or orthogonal arrays, and can be used for selecting space-filling designs.
● Data Source:
CranContrib
● Keywords: design
● Alias: rss3d
●
2 images
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The meshRatio criterion is the ratio between the maximimum and the minimum distance between two points of the experimental design.
● Data Source:
CranContrib
● Keywords: design
● Alias: meshRatio
●
0 images
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Compute the coverage measure
● Data Source:
CranContrib
● Keywords: design
● Alias: coverage
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0 images
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The WSP (Wooton, Sergent, Phan-Tan-Luu) algorithm is an iterative algorithm based on suppression of some experiments from an initial design in each step. WSP leads to a space filling design.
● Data Source:
CranContrib
● Keywords: design
● Alias: wspDesign
●
1 images
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phiP
(Package: DiceDesign) :
phiP criterion
Compute the φ_p criterion (strongly linked to mindist criterion)
● Data Source:
CranContrib
● Keywords: design
● Alias: phiP
●
0 images
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Computes the quantile of a uniformity test at a given significance level (see available tests and levels below).
● Data Source:
CranContrib
● Keywords: design
● Alias: unif.test.quantile
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0 images
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providing 
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