On A Simple Method For Analyzing Multivariate Survival Data Using Sample Survey Methods

Pingfu Fu, J. Sunil Rao
2004 Journal of Modern Applied Statistical Methods  
A simple technique is illustrated for analyzing multivariate survival data. The data situation arises when an individual records multiple survival events, or when individuals recording single survival events are grouped into clusters. Past work has focused on developing new methods to handle such data. Here, we use a connection between Poisson regression and survival modeling and a cluster sampling approach to adjust the variance estimates. The approach requires parametric assumption for the
more » ... sumption for the marginal hazard function, but avoids specification of a joint multivariate survival distribution. A simulation study demonstrates the proposed approach is a competing method of recent developed marginal approaches in the literature.
doi:10.22237/jmasm/1099267680 fatcat:rkv37oub2ffpfnkfaqil3j6vma