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Multiple imputation methods for nonparametric inference on cumulative incidence with missing cause of failure

We propose a nonparametric approach for cumulative incidence estimation when causes of failure are unknown or missing for some subjects. Under the missing at random assumption, we estimate the cumulative incidence function using multiple imputation methods. We develop asymptotic theory for the cumul...

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Bibliografiska uppgifter
Huvudupphovsmän: Lee, Minjung, Dignam, James J., Han, Junhee
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2014
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4190095/
https://ncbi.nlm.nih.gov/pubmed/25043107
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6258
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