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variance component of the random effects 2 Estimating function 1 Fisher information matrix 1 consistency 1 generalised linear mixed model 1 improved efficiency 1 joint estimates 1 likelihood estimation 1 positive definiteness 1 quasi-likelihood estimation 1 regression effects 1 regression parameters 1
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Article 2
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Mukerjee, Rahul 1 Rao, R. Prabhakar 1 Sutradhar, Brajendra 1 Sutradhar, Brajendra C. 1
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Annals of the Institute of Statistical Mathematics 1 Journal of Multivariate Analysis 1
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RePEc 2
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On the Positive Definiteness of the Information Matrix Under the Binary and Poisson Mixed Models
Mukerjee, Rahul; Sutradhar, Brajendra - In: Annals of the Institute of Statistical Mathematics 54 (2002) 2, pp. 355-366
Persistent link: https://www.econbiz.de/10005184686
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On Marginal Quasi-Likelihood Inference in Generalized Linear Mixed Models
Sutradhar, Brajendra C.; Rao, R. Prabhakar - In: Journal of Multivariate Analysis 76 (2001) 1, pp. 1-34
approach generally produces biased estimates for the regression effects and the variance component of the random effects … the variance component of the random effects is small. The MQL approach has also been used for inference in the GLMMs … component (of the random effects) approach and develop the MQL estimating equations for the parameters based on the joint …
Persistent link: https://www.econbiz.de/10005160323
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