In the initial stages of experimentation, many factors are examined for a possible significant influence on the response of interest. After such screening, the design used is projected into the significant factors and further evaluation of their effects is performed using the projection design. It is therefore interesting to evaluate the projection properties of screening designs since such an evaluation is extremely useful in selecting the best design for experimentation. In this paper, we examine two-level supersaturated screening designs that are constructed following Lin’s method. Some theoretical results are given and a detailed evaluation of supersaturated designs with up to 12 runs is performed.

中文翻译：

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使用 Lin 方法从 Hadamard 设计构建的两级过饱和设计的投影特性

在实验的初始阶段，检查了许多因素，以确定对感兴趣的响应可能产生的重大影响。在这样的筛选之后，所使用的设计被投影到重要因素中，并使用投影设计对其效果进行进一步评估。因此，评估筛选设计的投影特性很有趣，因为这样的评估对于选择最佳的实验设计非常有用。在本文中，我们研究了按照 Lin 的方法构建的两级过饱和筛选设计。给出了一些理论结果，并对多达 12 次运行的过饱和设计进行了详细评估。