A modified estimating equation for a binary time varying covariate with an interval censored changing time
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초록

Interval censored failure time data often occurs in an observational study where a subject is followed periodically. Instead of observing an exact failure time, two inspection times that include it are made available. Several methods have been suggested to analyze interval censored failure time data (Sun, 2006). In this article, we are concerned with a binary time-varying covariate whose changing time is interval censored. A modified estimating equation is proposed by extending the approach suggested in the presence of a missing covariate. Based on simulation results, the proposed method shows a better performance than other simple imputation methods. ACTG 181 dataset were analyzed as a real example.

키워드

binary time-varying covariatechanging timeestimating equationinterval censoredfailure time datamissing covariateimputation method
제목
A modified estimating equation for a binary time varying covariate with an interval censored changing time
저자
김양진
DOI
10.5351/CSAM.2016.23.4.335
발행일
2016-07
저널명
Communications for Statistical Applications and Methods
23
4
페이지
335 ~ 341