## Abstract Without realizing the fact that the timeβdependent covariates corresponding to the repeated discrete responses under a generalized linear longitudinal model (GLLM) cause nonβstationary (time dependent) correlations for the repeated responses, many existing studies use a stationary (eith
Parameter estimation and inference in the linear mixed model
β Scribed by F.N. Gumedze; T.T. Dunne
- Publisher
- Elsevier Science
- Year
- 2011
- Tongue
- English
- Weight
- 465 KB
- Volume
- 435
- Category
- Article
- ISSN
- 0024-3795
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It is a consequence of the minimum discrimination information theorem, that minimum discrimination information distributions are formulated as members of an exponential family (CAMPBELL, 1970; KULLBACK, 1959). For applications to the analysis of contingency tables i t is useful to express the expone
In view of the cumbersome and often intractable numerical integrations required for a full likelihood analysis, several suggestions have been made recently for approximate inference in generalized linear mixed models (GLMMs). Two closely related approximate methods are the penalized quasi-likelihood