Survival Analysis with High-Dimensional Covariates: An Application in Microarray Studies
Survival Analysis with High-Dimensional Covariates: An Application in Microarray Studies
Use of microarray technology often leads to high-dimensional and low-sample size (HDLSS) data settings. A variety of approaches have been proposed for variable selection in this context. However, only a small number of these have been adapted for time-to-event data where censoring is present. Among standard variable selection methods shown …