Weighted comparison of two cumulative incidence functions with R-CIFsmry package

Jianing Li, Jennifer Le-Rademacher, Mei Jie Zhang

Research output: Contribution to journalArticle

2 Scopus citations

Abstract

In this paper we propose a class of flexible weight functions for use in comparison of two cumulative incidence functions. The proposed weights allow the users to focus their comparison on an early or a late time period post treatment or to treat all time points with equal emphasis. These weight functions can be used to compare two cumulative incidence functions via their risk difference, their relative risk, or their odds ratio. The proposed method has been implemented in the R-CIFsmry package which is readily available for download and is easy to use as illustrated in the example.

Original languageEnglish (US)
Pages (from-to)205-214
Number of pages10
JournalComputer Methods and Programs in Biomedicine
Volume116
Issue number3
DOIs
StatePublished - Oct 2014

Keywords

  • Competing risks
  • Cumulative incidence functions
  • Risk difference
  • Weighted comparison

ASJC Scopus subject areas

  • Software
  • Computer Science Applications
  • Health Informatics

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