R: List of Cioppa's Nearly Orthogonal Latin Hypercubes designs

NOLHdesigns {DiceDesign} | R Documentation

## List of Cioppa's Nearly Orthogonal Latin Hypercubes designs

### Description

A list of the NOLH designs for 2 to 29 input variables proposed by Cioppa in 2007. These designs combine a latin structure, orthogonality between the main terms and the interactions (+ squares) and reduced correlations between the interactions (+ squares).

This list combines the Excel spreadsheets published by Sanchez (see Source). It is used internally by the function `nolhDesign` which provides various normalizations.

### Usage

    NOLHdesigns

### Format

A list of 5 matrices representing designs of experiments for 8 to 29 input variables:

`nolh2_7:`

  2 to 7 input variables, 17 experiments.

`nolh8_11:`

  8 to 11 input variables, 33 experiments.

`nolh12_16:`

  12 to 16 input variables, 65 experiments.

`nolh17_22:`

  17 to 22 input variables, 129 experiments.

`nolh23_29:`

  23 to 29 input variables, 257 experiments.

### Author(s)

T.M. Cioppa for the designs. P. Kiener for the R code.

### Source

Sanchez, S. M. (2011). NOLHdesigns in Excel file. Available online at https://nps.edu/web/seed/software-downloads/

### References

Cioppa T.M., Lucas T.W. (2007). Efficient nearly orthogonal and space-filling Latin hypercubes. Technometrics 49, 45-55.

Kleijnen, J.P.C., Sanchez S.M., T.W. Lucas and Cioppa T. M.. A user's guide to the brave new world of designing simulation experiments. INFORMS Journal on Computing 17(3): 263-289.

Ye, K. Q. (1998). Orthogonal Latin hypercubes and their application in computer experiments. J. Amer. Statist. Asso. 93, 1430- 1439.

### See Also

The main function `nolhDesign`. De Rainville's NOLH design list: `NOLHDRdesigns`.

### Examples

    ## data(NOLHdesigns)

    ## all matrices
    names(NOLHdesigns)
    lapply(NOLHDRdesigns, tail, 2)

    ## The first matrix/design
    NOLHdesigns[["nolh2_7"]]

[Package DiceDesign version 1.9 Index]