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Regression analysis of interval-censored failure time data with linear transformation models

✍ Scribed by Zhigang Zhang; Liuquan Sun; Xingqiu Zhao; Jianguo Sun

Publisher: John Wiley and Sons
Year: 2005
Tongue: French
Weight: 600 KB
Volume: 33
Category: Article
ISSN: 0319-5724
DOI: 10.1002/cjs.5540330105

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✦ Synopsis

The authors consider the estimation of regression parameters in the context of a class of generalized pmportional hazards models, termed linear transformation models, in the presence of interval-censored data. They present an estimating equation appach whose good performance is demonstrated through simulations and which they illustrate in a few concrete cases.

Analyse par rbression de temps de d6ces censures par intervalle au moyen de modeles a transformation lineaire

Rksurd : Les auteurs s'inthessent h l'estimation des paramhtres de dgxession dam le cadre d'une classe de modhles h risques pportionnels g6n6raWs. dits modhles h transformation linbaire, en pdsence de donnks c e n s d s par intervalle. Ils pposent une approche par equations d'estimation, dont ils montrent la bonne performance au moyen de simulations et qu'ils illustrent dam quelques cas concmts.

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