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

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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Bibliographic Details
Main Authors: Ayala Yolima, Melo Óscar Orlando
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2007-11-01
Series:Revista Colombiana de Estadística
Subjects:
Longitudinal data
Logistic regression
Maximum likelihood
EM algorithm
Online Access:http://www.revistas.unal.edu.co/index.php/estad/article/view/29576

Internet

http://www.revistas.unal.edu.co/index.php/estad/article/view/29576

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