| Version: | 1.2 |
| Date: | 2022-02-21 |
| Title: | Efficient Mixed-Level k-Circulant Supersaturated Designs |
| Author: | B N Mandal <mandal.stat@gmail.com> |
| Maintainer: | B N Mandal <mandal.stat@gmail.com> |
| Depends: | R(≥ 2.13.0) |
| Description: | Generates efficient balanced mixed-level k-circulant supersaturated designs by interchanging the elements of the generator vector. Attempts to generate a supersaturated design that has EfNOD efficiency more than user specified efficiency level (mef). Displays the progress of generation of an efficient mixed-level k-circulant design through a progress bar. The progress of 100 per cent means that one full round of interchange is completed. More than one full round (typically 4-5 rounds) of interchange may be required for larger designs. For more details, please see Mandal, B.N., Gupta V. K. and Parsad, R. (2011). Construction of Efficient Mixed-Level k-Circulant Supersaturated Designs, Journal of Statistical Theory and Practice, 5:4, 627-648, <doi:10.1080/15598608.2011.10483735>. |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Packaged: | 2022-02-23 09:08:21 UTC; b |
| Repository: | CRAN |
| Date/Publication: | 2022-02-23 12:50:15 UTC |
Efficient mixed-level k-circulant supersaturated designs
Description
mxkssd is a package that generates efficient balanced mixed-level k-circulant supersaturated designs by interchanging the elements of the generator vector. The package tries to generate a supersaturated design that has EfNOD efficiency more than user specified efficiency level (mef). The package also displays the progress of generation of an efficient mixed-level k-circulant design through a progress bar. The progress of 100 per cent means that one full round of interchange is completed. More than one full round (typically 4-5 rounds) of interchange may be required for larger designs.
Usage
mxkssd(m,n,level_vec,k,mef)Arguments
m |
number of factors |
n |
number of runs |
level_vec |
level vector containing the levels of the factors such that (n-1) factors have each of these levels |
k |
order of circulation |
mef |
minimum efficiency required, should be between 0 to 1 |
Value
A list containing following items
m |
number of factors |
n |
number of runs |
level_vec |
level vector containing the levels of the factors such that (n-1) factors have each of these levels |
k |
order of circulation |
generator.vector |
generator vector |
design |
design |
EfNOD.efficiency |
EfNOD efficiency |
max.fNOD |
maximum fNOD |
time.taken |
time taken to generate the design |
number.aliased.pairs |
number of aliased pairs of columns |
Author(s)
B N Mandal
References
B. N. Mandal, V. K. Gupta & Rajender Parsad (2011) Construction of Efficient Mixed-Level k-Circulant Supersaturated Designs, Journal of Statistical Theory and Practice, 5:4, 627-648, DOI: 10.1080/15598608.2011.10483735
Examples
##To generate an efficient mixed level 2-circulant supersaturated design
#with 8 runs and 14 factors such that 7 factors have number of levels 2 and
#another 7 factors have number of levels 4. So the level_vec is c(2,4).
#The required minimum efficiency is 1.
mxkssd(14,8,c(2,4),2,1)