ESTIMATION OF MISSING DATA IN REPEATED MEASUREMENTS WITH BINARY RESPONSE ESTIMACIÓN DE DATOS FALTANTES EN MEDIDAS REPETIDAS CON RESPUESTA BINARIA

A maximum likelihood method is proposed to provide estimates for models with binary response in longitudinal data based on an univariate model. Under a missing at random (MAR) mechanism, the EM algorithm is used in two different forms: in the first, the E step can be expressed as a weighted log-like...

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Bibliographische Detailangaben
Hauptverfasser: Ayala Yolima, Melo Óscar Orlando
Format: Artigo
Sprache:Inglês
Veröffentlicht: Universidad Nacional de Colombia 2007-11-01
Schriftenreihe:Revista Colombiana de Estadística
Schlagworte:
Longitudinal data
Logistic regression
Maximum likelihood
EM algorithm
Online Zugang:http://www.revistas.unal.edu.co/index.php/estad/article/view/29576
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