Logistic Regression Augmented Community Detection with Application in Identifying Autism-Related Gen

来源 :上海交通大学 | 被引量 : 0次 | 上传用户：dgfm1028

【摘要】

：

【作者】

：

Yunpeng Zhao Qing Pan Chengan Du

【机构】

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Department of Statistics,George Mason University,Fairfax Virginia 22030,U.S.A.

【出处】

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上海交通大学

【发表日期】

：

2016年4期

【关键词】

：

Covariates augmented community detection Expectation-maximization algorithm Gene

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　　When searching for gene pathways leading to specific disease outcomes,we propose to take advantage of additional information on gene characteristics to differentiate genes of interests from irrelevant background ones when connections involving both types of genes are observed and their relationships to the disease are unknown.

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