<code>GLP</code> returns a <code>n</code> by <code>k</code> design matrix generated by good lattice point (GLP)

Contains different algorithms and construction methods for optimal Latin hypercube designs (LHDs) with flexible sizes. Our package is comprehensive since it is capable of generating maximin distance LHDs, maximum projection LHDs, and orthogonal and nearly orthogonal LHDs. Detailed comparisons and summary of all the algorithms and construction methods in this package can be found at Hongzhi Wang, Qian Xiao and Abhyuday Mandal (2021) <doi:10.48550/arXiv.2010.09154>. This package is particularly useful in the area of Design and Analysis of Experiments (DAE). More specifically, design of computer experiments.

Hongzhi Wang

Latin Hypercube Designs (LHDs)

Qian Xiao

Abhyuday Mandal

GLP function

<dl><dt>n</dt>
<dd>A positive integer, which stands for the number of rows (or run size).</dd>
<dt>k</dt>
<dd>A positive integer, which stands for the number of columns (or factor size). <code>k</code> must be smaller than <code>n</code>. In GLP designs, <code>k</code> &lt;= the total number of positive integers that are smaller than and coprime to <code>n</code>.</dd>
<dt>h</dt>
<dd>A vector whose length is <code>k</code>, with its elements that are smaller than and coprime to <code>n</code>. The default is set to be a random sample of <code>k</code> elements between 1 and <code>n-1</code>.</dd></dl>

Arguments

Good Lattice Point Design — GLP

<dl>

<dt>n</dt>
<dd>A positive integer, which stands for the number of rows (or run size).</dd>


<dt>k</dt>
<dd>A positive integer, which stands for the number of columns (or factor size). <code>k</code> must be smaller than <code>n</code>. In GLP designs, <code>k</code> &lt;= the total number of positive integers that are smaller than and coprime to <code>n</code>.</dd>


<dt>h</dt>
<dd>A vector whose length is <code>k</code>, with its elements that are smaller than and coprime to <code>n</code>. The default is set to be a random sample of <code>k</code> elements between 1 and <code>n-1</code>.</dd>

</dl>

GLP: Good Lattice Point Design

Description

Usage

Value

Arguments

References

Examples