Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Rebecca Killick, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
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Authors: John Lawson, Cameron Willden
Title: Mixture Experiments in R Using mixexp
Abstract: This article discusses the design and analysis of mixture experiments with R and illustrates the use of the recent package mixexp. This package provides functions for creating mixture designs composed of extreme vertices and edge and face centroids in constrained mixture regions where components are subject to upper, lower and linear constraints. These designs cannot be created by other R packages. mixexp also provides functions for graphical display of models fit to data from mixture experiments that cannot be created with other R packages.

Page views:: 2472. Submitted: 2012-09-24. Published: 2016-08-16.
Paper: Mixture Experiments in R Using mixexp     Download PDF (Downloads: 7301)
mixexp_1.2.5.tar.gz: R source package Download (Downloads: 160; 37KB)
v72c02.R: R replication code Download (Downloads: 205; 5KB)

DOI: 10.18637/jss.v072.c02

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.