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Non-parametric Maximum-Likelihood Estimation in a Semiparametric Mixture Model for Competing-Risks Data

โœ Scribed by I-SHOU CHANG; CHAO A. HSIUNG; CHI-CHUNG WEN; YUH-JENN WU; CHE-CHI YANG

Book ID
111008867
Publisher
John Wiley and Sons
Year
2007
Tongue
English
Weight
699 KB
Volume
0
Category
Article
ISSN
0303-6898

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โœ Rebecca A. Betensky; Dianne M. Finkelstein ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 106 KB ๐Ÿ‘ 2 views

We derive a non-parametric maximum likelihood estimator for bivariate interval censored data using standard techniques for constrained convex optimization. Our approach extends those taken for univariate interval censored data. We illustrate the estimator with bivariate data from an AIDS study.