Multiple imputation of missing covariates for the Cox proportional hazards cure model

Author:

Beesley Lauren J.1,Bartlett Jonathan W.2ORCID,Wolf Gregory T.3,Taylor Jeremy M. G.1

Affiliation:

1. Department of Biostatistics; University of Michigan; Ann Arbor MI U.S.A.

2. Statistical Innovation Group; AstraZeneca; Cambridge U.K.

3. Department of Otolaryngology; University of Michigan; Ann Arbor MI U.S.A.

Funder

National Institutes of Health

UK Medical Research Council Fellowship

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference30 articles.

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2. Accelerated failure-time regression models with a regression model of survival fraction: an application to the analysis of “permanent employment” in Japan;Yamaguchi;Journal of the American Statistical Association,1992

3. Semiparametric transformation cure models;Lu;Biometrika,2004

4. A mixture model combining logistic regression with proportional hazards regression;Kuk;Biometrika,1992

5. A nonparametric mixture model for cure rate estimation;Peng;Biometrics,2000

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