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Multilevel modelling of complex survey data - …
2006 Royal Statistical Society0964 1998/06/169805J. R. Statist. (2006)169,Part4, 827 Multilevel modelling of complex survey dataSophia Rabe-HeskethUniversity of California, Berkeley, USA, and Institute of Education, London, UKand Anders SkrondalLondon School of Economics and Political Science, London, UK, and Norwegian Instituteof Public Health, Oslo, Norway[Received April 2005. Revised December 2005] modelling is sometimes used for data from complex surveys involvingmultistage sampling, unequal sampling probabilities and stratification. We consider generalizedlinear mixed models and particularly the case of dichotomous responses. A pseudolikelihoodapproach for accommodating inverse probability weights in Multilevel models with an arbitrarynumber of levels is implemented by using adaptive quadrature.
©2006 Royal Statistical Society 0964–1998/06/169805 J.R.Statist.Soc.A (2006) 169, Part 4, pp.805–827 Multilevel modelling of complex survey data Sophia Rabe-Hesketh
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