Optimal non-circular designs for total effects under interference models

Xiangshun Kong*, Jie Fu, Wei Zheng

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

In block designs, the responses of plots are potentially influenced by the treatments of neighbouring plots and the surrounding environment. Many researchers use two guarding plots next to the edge plots, for which we apply certain treatments to control these environmental effects. Thus, a design is presented as a collection of treatment sequences. For the estimation of total effects, existing results consider circular designs, whose constraints are unnecessary in common applications. In this paper, we construct optimal or highly efficient non-circular designs under interference models. It is observed that the optimal non-circular designs for the total effects outperform the optimal circular designs in many instances. In fact, a design containing a circular sequence cannot be optimal for (Figure presented.).

Original languageEnglish
Article numbere601
JournalStat
Volume12
Issue number1
DOIs
Publication statusPublished - 1 Jan 2023

Keywords

  • approximate design
  • linear equations system
  • total effects
  • universally optimal designs

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