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Additive hazards model for competing risks analysis of the case-cohort design
Sun, JG; Sun, LQ; Flournoy, N
2004
Source PublicationCOMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN0361-0926
Volume33Issue:2Pages:351-366
AbstractCompeting risks analysis of the case-cohort design is often required in epidemiological studies and for this, some methods have been proposed under the proportional hazards model. It is known that the proportional hazards model may not fit survival data well sometimes. This paper considers the analysis under the additive hazards model. Methods are proposed for estimating regression parameters and cumulative baseline hazard functions as well as cumulative incidence functions. The proposed estimators are shown to be consistent and asymptotically normal using the martingale central limit theory. Simulation studies are conducted and suggest that the proposed methods perform well.
Keywordadditive hazards model case-cohort study competing risks correlation
DOI10.1081/STA-120028378
Language英语
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000189357400009
PublisherMARCEL DEKKER INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/867
Collection应用数学研究所
Corresponding AuthorSun, JG
Affiliation1.Univ Missouri, Dept Stat, Columbia, MO 65211 USA
2.Acad Sinica, Inst Appl Math, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Sun, JG,Sun, LQ,Flournoy, N. Additive hazards model for competing risks analysis of the case-cohort design[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2004,33(2):351-366.
APA Sun, JG,Sun, LQ,&Flournoy, N.(2004).Additive hazards model for competing risks analysis of the case-cohort design.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,33(2),351-366.
MLA Sun, JG,et al."Additive hazards model for competing risks analysis of the case-cohort design".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 33.2(2004):351-366.
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