Article
Weighting estimation in the cause-specific Cox regression with partially missing causes of failure.
Statistics in medicine - 15 Jun 2024
Lee Jooyoung, Ogino Shuji, Wang Molin
Abstract excerpt
Complex diseases are often analyzed using disease subtypes classified by multiple biomarkers to study pathogenic heterogeneity. In such molecular pathological epidemiology research, we consider a weighted Cox proportional hazard model to evaluate the effect of exposures on various disease subtypes under competing-risk settings in the presence of partially or completely missing biomarkers. The asymptotic...
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