Learn R Programming

lhs (version 1.2.0)

Latin Hypercube Samples

Description

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

Copy Link

Version

Install

install.packages('lhs')

Monthly Downloads

34,310

Version

1.2.0

License

GPL-3

Issues

8

Pull Requests

0

Stars

44

Forks

8

Maintainer

Rob Carnell

Last Published

June 30th, 2024

Functions in lhs (1.2.0)

optAugmentLHS

Optimal Augmented Latin Hypercube Sample
get_library_versions

Get version information for all libraries in the lhs package
runifint

Create a Random Sample of Uniform Integers
qfactor

Quantile Transformations
optimumLHS

Optimum Latin Hypercube Sample
randomLHS

Construct a random Latin hypercube design
poly2int

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

Multiplication in polynomial representation
poly_sum

Addition in polynomial representation
correlatedLHS

Transformed Latin hypercube with a multivariate distribution
createAddelKemp3

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

Create an orthogonal array using the Addelman-Kempthorne algorithm.
augmentLHS

Augment a Latin Hypercube Design
createBoseBushl

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

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

Create an orthogonal array Latin hypercube
create_galois_field

Create a Galois field
geneticLHS

Latin Hypercube Sampling with a Genetic Algorithm
improvedLHS

Improved Latin Hypercube Sample
lhs-package

lhs: Latin Hypercube Samples
optSeededLHS

Optimum Seeded Latin Hypercube Sample
createBush

Create an orthogonal array using the Bush algorithm.
createBusht

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

Create a Latin hypercube from an orthogonal array
maximinLHS

Maximin Latin Hypercube Sample