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- W2155901366 abstract "Problems of practical interest in the analysis of data on contraceptive use, from Demographic and Health Surveys (DHS), include the estimation of the cause-specific probability of discontinuation by time t (the cumulative incidence function), in the presence of other competing causes and the evaluation of the effect of covariates on the cause-specific hazards of discontinuation. Methods of analysis of failure time data with competing risks are by now fairly well developed in the case of a simple random sample. However, the data from the DHS are clustered by geographical areas and include multiple episodes per woman. For a marginal (population average) approach, we propose using methods developed for simple random samples with standard errors calculated using a double bootstrap to take account of the clustered hierarchical nature of the data. In the conditional approach, the cause-specific hazards are modelled as log-linear functions of the covariates conditional on random effects of clusters and women, using a three-level multinomial discrete-time logit model. The methods are applied to data from Egypt 1992 DHS on the oral contraceptive pill use." @default.
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- W2155901366 date "2001-01-01" @default.
- W2155901366 modified "2023-09-22" @default.
- W2155901366 title "Analysis of failure time hierarchical data in the presence of competing risks with application to oral contraceptive pill use in Egypt" @default.
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- W2155901366 doi "https://doi.org/10.1002/sim.1090" @default.
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