Analysis of interval censored failure time data with competing risk

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3

초록

In this article, we analyze interval censored failure time data with competing risks. A new estimator for the cumulative incidence function is derived using an approximate likelihood and a test statistic to compare two samples is then obtained by extending Sun's test statistic. Small sample properties of the proposed methods are examined by conducting simulations and a cohort dataset from AIDS patients is analyzed as a real example.

키워드

Competing risk; cumulative incidence function; interval censored data; nonparametric maximum likelihood; test statistics; MAXIMUM-LIKELIHOOD-ESTIMATION; CUMULATIVE INCIDENCE FUNCTION; NONPARAMETRIC-ESTIMATION; SURVIVAL-DATA; MODEL; INFERENCE; TESTS
제목
Analysis of interval censored failure time data with competing risk
저자
Kim, Yang-Jin
DOI
10.1080/02664763.2016.1263609
발행일
2016-12
유형
Article
저널명
Journal of Applied Statistics
권
44
호
15
페이지
2778 ~ 2790