R: A 3D orthogonal array of strength 2

OA131 {DiceDesign} | R Documentation

## A 3D orthogonal array of strength 2

### Description

A 3-dimensional linear orthogonal array (OA) of strength 2 with 49 points. The design points are equally spaced into 2 dimensional coordinate planes. However by construction, such OAs satisfy a linear relation, here: `x1 + 3*x2 + x3 = 0 (mod 7)`. As a consequence, the design points are contained in parallel planes orthogonal to (1,3,1). Actually, they are also contained in parallel planes orthogonal to other directions, as (2,-1,2) or (3,2,3), since the congruence relation leads to `2*x1 - x2 + 2*x3 = 0 (mod 7)` or `3*x1 + 2*x2 + 3*x3 = 0 (mod 7)`. For instance, they are contained in 4 parallel planes orthogonal to (2,-1,2).

### Usage

    data(OA131)

### Format

A data frame with 49 observations on the following 3 variables.

`x1`

  first coordinate

`x2`

  second coordinate

`x3`

  third coordinate

### Source

Roustant O., Franco J., Carraro L., Jourdan A. (2010), A radial scanning statistic for selecting space-filling designs in computer experiments, MODA-9 proceedings.

### Examples

    data(OA131)

    # centering and reducing to [0,1]^3
    OA <- (OA131 + 0.5)/7
    pairs(OA, xlim=c(0,1), ylim=c(0,1))

    ## Not run:
    library(lattice)
    cloud(x3~x1+x2, data=OA, xlim=c(0,1), ylim=c(0,1), zlim=c(0,1),
          screen = list(z = 50, x = -70, y = 0))
    ## End(Not run)

[Package DiceDesign version 1.9 Index]