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lhs (version 1.2.1)

Latin Hypercube Samples

Description

Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples.

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Install

install.packages('lhs')

Monthly Downloads

32,570

Version

1.2.1

License

GPL-3

Issues

10

Pull Requests

0

Stars

51

Forks

8

Maintainer

Rob Carnell

Last Published

March 1st, 2026

Functions in lhs (1.2.1)

lhs-package

lhs: Latin Hypercube Samples
optimumLHS

Optimum Latin Hypercube Sample
create_oalhs

Create an orthogonal array Latin hypercube
poly2int

Convert polynomial to integer in <code>0..q-1</code>
runifint

Create a Random Sample of Uniform Integers
qfactor

Quantile Transformations
randomLHS

Construct a random Latin hypercube design
poly_sum

Addition in polynomial representation
oa_to_oalhs

Create a Latin hypercube from an orthogonal array
poly_prod

Multiplication in polynomial representation
createBusht

Create an orthogonal array using the Bush algorithm with alternate strength.
createBoseBushl

Create an orthogonal array using the Bose-Bush algorithm with alternate strength >= 3.
createBoseBush

Create an orthogonal array using the Bose-Bush algorithm.
createBush

Create an orthogonal array using the Bush algorithm.
maximinLHS

Maximin Latin Hypercube Sample
createBose

Create an orthogonal array using the Bose algorithm.
createAddelKempN

Create an orthogonal array using the Addelman-Kempthorne algorithm with alternate strength with 2q^n rows.
optSeededLHS

Optimum Seeded Latin Hypercube Sample
optAugmentLHS

Optimal Augmented Latin Hypercube Sample
get_library_versions

Get version information for all libraries in the lhs package
geneticLHS

Latin Hypercube Sampling with a Genetic Algorithm
correlatedLHS

Transformed Latin hypercube with a multivariate distribution
augmentLHS

Augment a Latin Hypercube Design
createAddelKemp3

Create an orthogonal array using the Addelman-Kempthorne algorithm with 2q^3 rows.
create_galois_field

Create a Galois field
improvedLHS

Improved Latin Hypercube Sample
createAddelKemp

Create an orthogonal array using the Addelman-Kempthorne algorithm.