Additive-multiplicative Hazards Model for Case-Cohort Studies with Multiple Disease Outcomes

doi:10.1007/s10255-017-0679-9

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	Additive-multiplicative Hazards Model for Case-Cohort Studies with Multiple Disease Outcomes
	Liu, Jun-e 1,2; Zhou, Jie 3
刊名	ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES
	2017-02
卷号	33 期号:1 页码:183-192
关键词	case-cohort studies additive-multiplicative model marginal hazards model multiple disease outcomes
ISSN号	0168-9673
DOI	10.1007/s10255-017-0679-9
英文摘要	Case-cohort design is an efficient and economical design to study risk factors for diseases with expensive measurements, especially when the disease rate is low. When several diseases are of interest, multiple case-cohort design studies may be conducted using the same subcohort. To study the association between risk factors and each disease occurrence or death, we consider a general additive-multiplicative hazards model for case-cohort designs with multiple disease outcomes. We present an estimation procedure for the regression parameters of the additive-multiplicative hazards model, and show that the proposed estimator is consistent and asymptotically normal. Large sample approximation works well in finite sample studies in simulation. Finally, we apply the proposed method to a real data example for illustration.
WOS研究方向	Mathematics
语种	英语
出版者	SPRINGER HEIDELBERG
WOS记录号	WOS:000397252300019
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1041]
专题	上海财经大学
通讯作者	Zhou, Jie
作者单位	1.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China; 2.Huaibei Normal Univ, Sch Management, Huaibei 235000, Taiwan; 3.Capital Normal Univ, Sch Math, Beijing 100048, Peoples R China
推荐引用方式 GB/T 7714	Liu, Jun-e,Zhou, Jie. Additive-multiplicative Hazards Model for Case-Cohort Studies with Multiple Disease Outcomes[J]. ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES,2017,33(1):183-192.
APA	Liu, Jun-e,&Zhou, Jie.(2017).Additive-multiplicative Hazards Model for Case-Cohort Studies with Multiple Disease Outcomes.ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES,33(1),183-192.
MLA	Liu, Jun-e,et al."Additive-multiplicative Hazards Model for Case-Cohort Studies with Multiple Disease Outcomes".ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES 33.1(2017):183-192.