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METHOD FOR CONSTRUCTING INTEGRATED REGRESSION ANALYSIS NETWORK AND INTEGRATED ANALYSIS SYSTEM THEREBY

机译:集成回归分析网络的构建方法及集成分析系统

摘要

According to various embodiments of the present invention, an integrated analysis system is provided. According to an embodiment of the present invention, a method for constructing an integrated regression analysis network includes the steps of: acquiring a plurality of beta coefficient vectors for each regression analysis algorithm by applying two or more regression analysis algorithms to at least a part of a set of data previously stored in a database; generating a plurality of inter-gene interaction networks using the plurality of beta coefficient vectors which are acquired; and generating the integrated regression analysis network based on a similar network fusion algorithm in the generated inter-gene interaction network. Accordingly, the present invention can improve the reliability of the data and derive a more reliable regression analysis result.;COPYRIGHT KIPO 2017
机译:根据本发明的各种实施例,提供了一种综合分析系统。根据本发明的实施例,一种用于构建集成回归分析网络的方法包括以下步骤:通过将两个或更多个回归分析算法应用于至少一部分回归分析算法,为每个回归分析算法获取多个β系数矢量。先前存储在数据库中的一组数据;使用所获取的多个β系数矢量生成多个基因间相互作用网络;在生成的基因间交互网络中,基于相似的网络融合算法,生成综合回归分析网络。因此,本发明可以提高数据的可靠性并获得更可靠的回归分析结果。; COPYRIGHT KIPO 2017

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