Ontology highlight
ABSTRACT:
SUBMITTER: Wu Q
PROVIDER: S-EPMC7936877 | biostudies-literature | 2020 Oct
REPOSITORIES: biostudies-literature
Wu Qiwei Q Zhao Hui H Zhu Liang L Sun Jianguo J
Statistics in medicine 20200711 23
Variable selection has been discussed under many contexts and especially, a large literature has been established for the analysis of right-censored failure time data. In this article, we discuss an interval-censored failure time situation where there exist two sets of covariates with one being low-dimensional and having possible nonlinear effects and the other being high-dimensional. For the problem, we present a penalized estimation procedure for simultaneous variable selection and estimation, ...[more]