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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Vydané v:	Biometrika Ročník 103; číslo 2; s. 253
Hlavní autori:	Zeng, Donglin, Mao, Lu, Lin, D Y
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England 01.06.2016
Predmet:	Interval censoring Current-status data Proportional odds Nonparametric likelihood Time-dependent covariate Linear transformation model Semiparametric efficiency Proportional hazards EM algorithm
ISSN:	0006-3444
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