Maximum likelihood estimation for semiparametric transformation models with interval-censored data

Interval censoring arises frequently in clinical, epidemiological, financial and sociological studies, where the event or failure of interest is known only to occur within an interval induced by periodic monitoring. We formulate the effects of potentially time-dependent covariates on the interval-ce...

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Bibliographic Details

Published in:	Biometrika Vol. 103; no. 2; p. 253
Main Authors:	Zeng, Donglin, Mao, Lu, Lin, D Y
Format:	Journal Article
Language:	English
Published:	England 01.06.2016
Subjects:	Interval censoring Current-status data Proportional odds Nonparametric likelihood Time-dependent covariate Linear transformation model Semiparametric efficiency Proportional hazards EM algorithm
ISSN:	0006-3444
Online Access:	Get more information
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