【摘 要】
：
We consider the problem of conducting regression or classification analysis with predictors whose relationships are described a priori by a network.A class
【机 构】
：
Division of Biostatistics, School of Public Health University of Minnesota
【出 处】
：
2009 International Conference on Financial Statistics and Fi
论文部分内容阅读
We consider the problem of conducting regression or classification analysis with predictors whose relationships are described a priori by a network.A class of motivating examples is to model a quantitative or categorical phenotype using gene expression profiles while accounting for coordinated functioning of genes in the form of biological pathways or networks.We introduce our new methods and compare them with some existing ones.
其他文献
目的 分析门诊处方调配差错原因及预防措施.方法 选取2018年6月-2019年5月本院门诊处方300张作为研究对象,调查300张处方是否存在调配差错,并根据有无差错分为调配无差错组与
A class of thresholding-based iterative selection procedures (TISP) is proposed for model selection and shrinkage.People have long before noticed the weakne
现如今,随着社会经济的不断发展,科学信息技术的不断进步,推动我国医疗技术和医疗水平在不断提升.当前,超声疗法是一种广泛且有效的医学治疗方法,其主要是将超声波作用于人体
In the linear model,Fan and Lv (2008) showed that simple correlation ranking possesses a sure independence screening property under certain conditions and t
目的:深入探讨营养不良并反复呼吸道感染患儿血清T3及T4水平的变化特点.方法:选取于2019年8月～2020年2月期间来本医院就诊的54例营养不良并反复呼吸道感染的患儿作为观察组,在
In longitudinal studies,mixed effects models are useful to address subject-specific behavior.However,random effects are mostly assumed to follow a normal di
江苏宝利沥青股份有限公司是2007年由江阴市宝利沥青有限公司依法整体变更设立的股份有限公司,公司主营通用型改性沥青和乳化沥青、高粘度改性沥青、高模量沥青直投料、环氧
Center for Econophysics Research,East China University of Science and Technology A new clustering method for financial time series is proposed,based on the
In recent years,the proportion of Mortgage Loan Commitment in bank credit as a whole has been increasing constantly.More and more scholars attached importan
目的:研究早期呼吸机治疗ICU急性呼吸窘迫综合征(ARDS)的临床价值.方法:累计在2019年3月到2020年3月间抽取ICU急性呼吸窘迫综合征患者50例,在常规治疗的同时,对患者进行早期