单向和双向消除异质性的若干E最优设计

Some E-Optimal Designs for the One-Way and Two-Way Elimination of Heterogeneity

Journal of the Royal Statistical Society. Series B: Statistical Methodology · 1982
被引 37
ABS 4

中文导读

本文证明了在探索性实验中,使用不等重复的区组或行列设计可以避免浪费实验单元,并最大化处理效应的信息,证明了若干此类设计的E最优性。

Abstract

Summary In exploratory experiments aimed at providing as much information as possible on the effects of the treatments being studied and where heterogeneity needs to be eliminated in one or two directions, use of an equally replicated block or row-column design may mean wasting some of the available experimental units. In this paper we prove the E-optimality of several different types of block and row-column designs that have unequally replicated treatments; such unequally replicated designs can maximize the information on treatment effects without wasting units.

实验设计最优设计统计学生物统计学