LIKELIHOOD-BASED INFERENCE FOR MIXED-EFFECTS MODELS WITH CENSORED RESPONSE USING THE MULTIVARIATE-t DISTRIBUTION

Mixed-effects models are commonly used to fit longitudinal or repeated measures data. A complication arises when the response is censored, for example, due to limits of quantification of the assay used. Although normal distributions are commonly assumed for random effects and residual errors, such a...

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Veröffentlicht in:	Statistica Sinica 2013-07, Vol.23 (3), p.1323-1345
Hauptverfasser:	Matos, Larissa A., Prates, Marcos O., Chen, Ming-Hui, Lachos, Victor H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Censored data Censorship HIV Inference Modeling Outliers Parametric models Standard error T distribution Viral load
Online-Zugang:	Volltext
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