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A Type of Restricted Maximum Likelihood Estimator of Variance Components in Generalised Linear Mixed Models

โœ Scribed by J. G. Liao and Stuart R. Lipsitz


Book ID
124307595
Publisher
Oxford University Press
Year
2002
Tongue
English
Weight
225 KB
Volume
89
Category
Article
ISSN
0006-3444

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Estimation of Variance Components in Mix
โœ T. Kubokawa ๐Ÿ“‚ Article ๐Ÿ“… 1995 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 775 KB

In mixed linear models with two variance components, classes of estimators improving on ANOVA estimators for the variance components and the ratio of variances are constructed on the basis of the invariant statistics. Out of the classes, consistent, improved and positive estimators are singled out.