genMixture: Generate mixture

In AlgDesign: Algorithmic Experimental Design

Generate mixture

Description

Creates a candidate list of mixture variables.

Usage

gen.mixture(levels,vars)

Arguments

levels	An integer greater than 1. The number of levels of the mixture variables.
vars	Either the number of variables, or a character vector of variable names.

Details

Similar in function to gen.factorial(), but for mixture variables such that the rows sum to unity. For levels=2, the identity matrix is produced, so that each variable is either 0 or 1. For levels=3, rows are added to the identity containing two variables at 1/2 and the others at 0. etc.

In general, a mixture model of degree d will have the same number of terms as the candidate list generated by gen.mixture for levels=d+1, and this will be optimal.

Author(s)

Bob Wheeler [e-mail]

Please cite this program as follows:

Wheeler, R.E. (2004). gen.mixture. AlgDesign. The R project for statistical computing https://www.r-project.org/

AlgDesign documentation built on Sept. 30, 2024, 9:32 a.m.