On the design of early generation variety trials with correlated data

On the design of early generation variety trials with correlated data
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DOI:
10.1198/108571106x154443
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发表时间:
2006-12-01
影响因子:
1.4
通讯作者:
Coombes, N. E.
Coombes, N. E.
中科院分区:
数学4区
文献类型:
--
作者:
Cullis, B. R.;Smith, A. B.;Coombes, N. E.

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本文考虑了具有预先规定的空间相关结构的早代品种试验设计,并介绍了一类新的部分重复设计,称为p-rep设计,其中标准品种的地块被附加的试验品系地块所取代。我们展示了如何使用改进的反应式禁忌搜索算法轻松生成高效的p-rep设计。在仿真研究中比较了p-rep和网格小区设计的期望遗传增益和实现遗传增益。
This article considers the design of early generation variety trials with a prespecified spatial correlation structure and introduces a new class of partially replicated designs called p-rep designs in which the plots of standard varieties are replaced by additional plots of test lines. We show how efficient p-rep designs can be readily generated using the modified Reactive TABU search algorithm. The expected and realized genetic gain of p-rep and grid plot designs is compared in a simulation study.