中文版 | English
Title

加权分位数和回归模型的应用及R软件实现

Author
Publication Years
2023
DOI
Source Title
ISSN
2096-5087
Volume35Issue:3Pages:275-276
Abstract
在流行病学研究中,相较于单一因素的暴露,多因素同时暴露的情况更为常见.传统模型在评价多因素联合暴露时存在数据维度高、多重共线性等问题[1],因此,CARRICO等[2]提出加权分位数和(weighted quantile sum,WQS)回归模型,为多因素联合暴露效应研究提供了新的方法学思路.本文介绍该模型的原理、结构,并以R语言"gWQS"程序包中的内置数据集为例,演示程序实现过程和结果解释.
URL[Source Record]
Language
Chinese
SUSTech Authorship
Others
Data Source
WanFang
WanFangID
zjyfyx202303021
Citation statistics
Cited Times [WOS]:0
Document TypeJournal Article
Identifierhttp://kc.sustech.edu.cn/handle/2SGJ60CL/571493
DepartmentSchool of Medicine
Affiliation
1.桂林医学院公共卫生学院,广西桂林541010
2.广西壮族自治区胸科医院,广西柳州545005
3.深圳市宝安区石岩人民医院,广东深圳518108
4.南方科技大学医学院,广东深圳518055
Recommended Citation
GB/T 7714
李珽君,黄俊理,陈海建,等. 加权分位数和回归模型的应用及R软件实现[J]. 预防医学,2023,35(3):275-276.
APA
李珽君,黄俊理,陈海建,&莫春宝.(2023).加权分位数和回归模型的应用及R软件实现.预防医学,35(3),275-276.
MLA
李珽君,et al."加权分位数和回归模型的应用及R软件实现".预防医学 35.3(2023):275-276.
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