Competing risks with frailty models when treatment affects only one failure type

David Faraggi; Edward L. Korn

doi:10.1093/biomet/83.2.467

Competing risks with frailty models when treatment affects only one failure type

David Faraggi, Edward L. Korn

Department of Statistics

Research output: Contribution to journal › Article › peer-review

Abstract

Using a model in which treatment affects only the failure type of primary clinical interest, the use of a cause-specific analysis is examined when the latent failure times are derived from a frailty model. The relationship between the cause-specific hazard ratio and the marginal hazard ratio is expressed in terms of a local dependence measure of the latent failure times.

Original language	English
Pages (from-to)	467-471
Number of pages	5
Journal	Biometrika
Volume	83
Issue number	2
DOIs	https://doi.org/10.1093/biomet/83.2.467
State	Published - 1996

Keywords

Cause-specific hazard ratio
Copula
Crude cumulative incidence curve
Hazard ratio
Survival data

ASJC Scopus subject areas

Statistics and Probability
General Mathematics
Agricultural and Biological Sciences (miscellaneous)
General Agricultural and Biological Sciences
Statistics, Probability and Uncertainty
Applied Mathematics

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10.1093/biomet/83.2.467

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abstract = "Using a model in which treatment affects only the failure type of primary clinical interest, the use of a cause-specific analysis is examined when the latent failure times are derived from a frailty model. The relationship between the cause-specific hazard ratio and the marginal hazard ratio is expressed in terms of a local dependence measure of the latent failure times.",

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AB - Using a model in which treatment affects only the failure type of primary clinical interest, the use of a cause-specific analysis is examined when the latent failure times are derived from a frailty model. The relationship between the cause-specific hazard ratio and the marginal hazard ratio is expressed in terms of a local dependence measure of the latent failure times.

KW - Cause-specific hazard ratio

KW - Copula

KW - Crude cumulative incidence curve

KW - Hazard ratio

KW - Survival data

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DO - 10.1093/biomet/83.2.467

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Competing risks with frailty models when treatment affects only one failure type

Abstract

Keywords

ASJC Scopus subject areas

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