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Analysis of interval censored failure time data with competing risk
- Authors
- Kim, Yang-Jin
- Issue Date
- Dec-2016
- Publisher
- TAYLOR & FRANCIS LTD
- Keywords
- Competing risk; cumulative incidence function; interval censored data; nonparametric maximum likelihood; test statistics
- Citation
- JOURNAL OF APPLIED STATISTICS, v.44, no.15, pp 2778 - 2790
- Pages
- 13
- Journal Title
- JOURNAL OF APPLIED STATISTICS
- Volume
- 44
- Number
- 15
- Start Page
- 2778
- End Page
- 2790
- ISSN
- 0266-4763
1360-0532
- Abstract
- 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.
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