optimumLHS
(Package: lhs) :
Optimum Latin Hypercube Sample
Draws a Latin Hypercube Sample from a set of uniform distributions for use in creating a Latin Hypercube Design. This function uses the Columnwise Pairwise (CP) algorithm to generate an optimal design with respect to the S optimality criterion.
● Data Source:
CranContrib
● Keywords: design
● Alias: optimumLHS
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optAugmentLHS
(Package: lhs) :
Optimal Augmented Latin Hypercube Sample
Augments an existing Latin Hypercube Sample, adding points to the design, while maintaining the latin properties of the design. This function attempts to add the points to the design in an optimal way.
● Data Source:
CranContrib
● Keywords: design
● Alias: optAugmentLHS
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maximinLHS
(Package: lhs) :
Maximin Latin Hypercube Sample
Draws a Latin Hypercube Sample from a set of uniform distributions for use in creating a Latin Hypercube Design. This function attempts to optimize the sample by maximizing the minium distance between design points (maximin criteria).
● Data Source:
CranContrib
● Keywords: design
● Alias: maximinLHS
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improvedLHS
(Package: lhs) :
Improved Latin Hypercube Sample
Draws a Latin Hypercube Sample from a set of uniform distributions for use in creating a Latin Hypercube Design. This function attempts to optimize the sample with respect to an optimum euclidean distance between design points.
● Data Source:
CranContrib
● Keywords: design
● Alias: improvedLHS
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optSeededLHS
(Package: lhs) :
Optimum Seeded Latin Hypercube Sample
Augments an existing Latin Hypercube Sample, adding points to the design, while maintaining the latin properties of the design. This function then uses the columnwise pairwise (CP) algoritm to optimize the design. The original design is not necessarily maintained.
● Data Source:
CranContrib
● Keywords: design
● Alias: optSeededLHS
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Internal functions for package lhs
● Data Source:
CranContrib
● Keywords:
● Alias: runifint, utility
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augmentLHS
(Package: lhs) :
Augment a Latin Hypercube Design
Augments an existing Latin Hypercube Sample, adding points to the design, while maintaining the latin properties of the design.
● Data Source:
CranContrib
● Keywords: design
● Alias: augmentLHS
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This package provides a number of methods for creating and augmenting Latin Hypercube Samples
● Data Source:
CranContrib
● Keywords: design
● Alias: lhs, lhs-package
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geneticLHS
(Package: lhs) :
Latin Hypercube Sampling with a Genetic Algorithm
Draws a Latin Hypercube Sample from a set of uniform distributions for use in creating a Latin Hypercube Design. This function attempts to optimize the sample with respect to the S optimality criterion through a genetic type algorithm.
● Data Source:
CranContrib
● Keywords: design
● Alias: geneticLHS
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randomLHS
(Package: lhs) :
Random Latin Hypercube
Draws a Latin Hypercube Sample from a set of uniform distributions for use in creating a Latin Hypercube Design. This sample is taken in a random manner without regard to optimization.
● Data Source:
CranContrib
● Keywords: design
● Alias: latin hypercube, randomLHS
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