This article proposes the maximum test for a sequence of quadratic form statistics about score test in logistic regression model which can be applied to genetic and medicine fields. Theoretical properties about the maximum test are derived. Extensive simulation studies are conducted to testify powers robustness of the maximum test compared to other two existed test. We also apply the maximum test to a real dataset about multiple gene variables association analysis.

中文翻译：

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Logistic回归模型中分数检验的二次型统计序列的最大检验

本文提出了逻辑回归模型中得分检验的一系列二次型统计量的最大检验，可应用于遗传和医学领域。推导出关于最大测试的理论性质。进行了广泛的模拟研究，以证明与其他两个现有测试相比，最大测试的功率稳健性。我们还将最大测试应用于有关多基因变量关联分析的真实数据集。