Generalized Linear Mixed Models for Ordered Responses in Complex Multilevel Structures: Effects Beneath the School or College in Education

DOI10.1111/j.1467-985X.2004.00342.xzbMath1100.62104OpenAlexW2102205519MaRDI QIDQ3409815

Min Yang, Antony Fielding

Publication date: 20 November 2006

Published in: Journal of the Royal Statistical Society Series A: Statistics in Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-985x.2004.00342.x

zbMATH Keywords

multilevel modelsordinal responsespenalized quasi-likelihoodcross-classified random effectseducational effectsextra-multinomial variationGeneral Certificate of Education advanced levelteacher variationweighted random effects

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25) Generalized linear models (logistic models) (62J12)

Related Items (3)

HierarchicalCUBModels for Ordinal Variables ⋮ Multilevel cumulative logistic regression model with random effects: application to British Social Attitudes Panel Survey data ⋮ Assessing multivariate predictors of financial market movements: A latent factor framework for ordinal data

Uses Software

• MLwiN
• Stata

Cites Work

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• Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares
• Variance Partitioning in Multilevel Logistic Models that Exhibit Overdispersion
• On scoring ordered classifications
• Improved Estimation Procedures for Multilevel Models with Binary Response: A Case-Study

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