Analysis of the time-varying Cox model for the cause-specific hazard functions with missing causes

Fei Heng, Yanqing Sun, Seunggeun Hyun, Peter B. Gilbert

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)731-760
Number of pages30
JournalLifetime Data Analysis
Volume26
Issue number4
DOIs
StatePublished - Oct 1 2020

ASJC Scopus Subject Areas

  • Applied Mathematics

Keywords

  • Augmented inverse probability weighted estimator
  • Auxiliary variables
  • Cause-specific hazard function
  • Competing risks model
  • Cox model with time-dependent coefficients
  • Hypothesis testing procedures
  • Inverse probability weighted estimator
  • Missing causes of failure
  • Two-stage augmented inverse probability weighted estimator

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