Space Filling Split Plot Design using Fast Flexible Filling
Methodology
2020-03-24 v1 Other Statistics
Abstract
In this article, an adaption of an algorithm for the creation of experimental designs by Lekivetz and Jones (2015) is suggested, dealing with constraints around randomization. Split-plot design of experiments is used, when the levels of some factors cannot be modified as easily as others. While most split-plot designs deal in the context of I-optimal or D-optimal designs for continuous response outputs, a space filling design strategy is suggested in here. The proposed designs are evaluated based on different design criteria, as well as an analytical example.
Cite
@article{arxiv.2003.09507,
title = {Space Filling Split Plot Design using Fast Flexible Filling},
author = {Thomas Muehlenstaedt and Maria Lanzerath},
journal= {arXiv preprint arXiv:2003.09507},
year = {2020}
}