Abstract
Doksum and Gasko [5] described a one-to-one correspondence between regression models for binary outcomes and those for continuous time survival analyses. This correspondence has been exploited heavily in the analysis of current status data (Jewell and van der Laan [11], Shiboski [18]). Here, we explore similar correspondences for complex survival models and categorical regression models for polytomous data. We include discussion of competing risks and progressive multi-state survival random variables.
Disciplines
Survival Analysis
Suggested Citation
Jewell, Nicholas P., "Correspondences between Regression Models for Complex Binary Outcomes and Those for Structured Multivariate Survival Analyses" (November 2005). U.C. Berkeley Division of Biostatistics Working Paper Series. Working Paper 195.
https://biostats.bepress.com/ucbbiostat/paper195