Uniform Designs with Multiple Factors with Minimal Runs
Uniform Designs with Multiple Factors with Minimal Runs
In this series, the Uniform Designs (UDs) are high dimensional with lesser number of runs will always attain lower bound of discrete discrepancy. They are available for any even number of factors, F (>= 4) with F(F+1) levels each.
UDesigns_II(factors)
Arguments
factors: any even number >=4
Returns
Returns a series of high dimensional UDs along with number of factors, levels, runs, MAC value and discrete discrepancy measure along with its lower bound value.
Author(s)
Ashutosh Dalal, Cini Varghese, Rajender Parsad and Mohd Harun
Examples
library(CompExpDes)UDesigns_II(4)
References
Fang, K.T. (1980). The uniform design: application of number-theoretic methods in experimental design. Acta Math Appl Sin, 3, 363-372.