EM-REML estimation of covariance parameters in Gaussian mixed models for longitudinal data analysis

EM-REML estimation of covariance parameters in Gaussian mixed models for longitudinal data analysis

<p>Abstract</p> <p>This paper presents procedures for implementing the EM algorithm to compute REML estimates of variance covariance components in Gaussian mixed models for longitudinal data analysis. The class of models considered includes random coefficient factors, stationary ti...

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Bibliographic Details
Main Authors: Robert-Granié Christèle, Jaffrézic Florence, Foulley Jean-Louis
Format: Article
Language:deu
Published: BMC 2000-03-01
Series:Genetics Selection Evolution
Subjects:
EM algorithm
REML
mixed models
random regression
longitudinal data
Online Access:http://www.gsejournal.org/content/32/2/129

Internet

http://www.gsejournal.org/content/32/2/129

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