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A Model-Embedded Trend Test with Incorporating Hardy-Weinberg Equilibrium Information
  • ISSN号:1009-6124
  • 期刊名称:《系统科学与复杂性学报:英文版》
  • 时间:0
  • 分类:S512.1[农业科学—作物学] TV134[水利工程—水力学及河流动力学]
  • 作者机构:[1]School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China, [2]KeyLaboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing 100190,China., [3]School of Statistics, Beijing Normal University, Beijing 100875, China., [4]Department of Statistics, Yunnan University, Kunming 650091 China, [5]Key Laboratory of Systems and Control, Academy of Mathematics and Systems Science, Chinese Academy ofSciences, Beijing 100190, China.
  • 相关基金:This research was partial supported by Special National Key Research and Development Plan under Grant No. 2016YFD0400206, the Breakthrough Project of Strategic Priority Program of Chinese Academy of Sciences under Grant No. XDB13040600 and Youth Innovation Promotion Association of Chinese Academy of Sciences, the National Science Foundation of China under Grant Nos. 11371353, 11661080, 61134013, and Special Fund of the University of Chinese Academy of Sciences for Scientific Research Cooperation.
中文摘要:

基因模型是极大地在研究的基因流行病的研究和许多的分析重要在添加剂模型下面用趋势测试被进行。为许多复杂疾病和特点,然而,为一个基因地点的内在的基因模型通常是不明确的。没有基因模型的柔韧的测试因此是适当的。在这份报纸,作者由合并 Hardy-Weinberg 平衡信息建议嵌入模型的趋势测试并且获得明确的公式计算它的统计意义。广泛的模拟研究证明建议测试比存在过程更柔韧。最后,真实应用进一步被分析显示出建议测试的表演。

英文摘要:

The genetic models are greatly important in the analysis of genetic epidemiologic studies and many of the studies are conducted using the trend test under the additive model. However, for many complex diseases and traits, the underlying genetic model for a genetic locus is usually uncertain. So a robust test free of genetic model is appropriate. In this paper, the authors propose a model-embedded trend test by incorporating Hardy-Weinberg equilibrium information and obtain the explicit formula to calculate its statistical significance. Extensive simulation studies show the proposed test is more robust than the existing procedures. Finally, a real application is further analyzed to show the performance of the proposed test.

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期刊信息
  • 《系统科学与复杂性学报:英文版》
  • 主管单位:中国科学院
  • 主办单位:中国科学院系统科学研究所
  • 主编:
  • 地址:北京东黄城根北街16号
  • 邮编:100080
  • 邮箱:
  • 电话:010-62541831 62541834
  • 国际标准刊号:ISSN:1009-6124
  • 国内统一刊号:ISSN:11-4543/O1
  • 邮发代号:82-545
  • 获奖情况:
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国数学评论(网络版),德国数学文摘,荷兰文摘与引文数据库,美国工程索引,美国科学引文索引(扩展库),英国科学文摘数据库
  • 被引量:125