[R] R: fractional factorial design in R

statistical.model@googlemail.com statistical.model at googlemail.com
Tue Jan 24 21:46:07 CET 2006


>If an orthogonal main effect plan exists for the number of trials you 
specify, optFederov() in AlgDesign will more than likely find it for 
you, since such a design should be an optimal design.

thanks very much to you and the others!!
I have written a little function, and now the syntax to obtain an orthogonal
design such as 2x4x3x2 is:


design.test <- gen.orthogonal.design(c(2,4,3,2))


gen.orthogonal.design <- function(listFactors){
	library(AlgDesign)
	FactorsNames<-c("A","B","C","D","E","F","G","H","J","K","L")
	numFactors<-length(listFactors)
	
dat<-gen.factorial(listFactors,center=FALSE,varNames=FactorsNames[1:numFacto
rs])
	desPB<-optFederov(~.,dat,nRepeats=20,approximate=TRUE)
	design<-desPB$design[,2:numFactors]
	cat("Minimum number of trials: ", fill=T, length(design[,1]),
append=T)
	#cor(design)
	return(design)
}


Roberto Furlan
University of Turin, Italy



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