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Multilevel models are models specifically geared toward the statistical analysis of data that have a hierarchical or clustered structured. Such data arise routinely in various field, for instance in education research, where pupils are nested within schools, family studies with children nested within families, and medical research with patients nested within physicians or hospitals. Clustered data may also arise as a result of specific research design. For instance, in large scale survey research the data collection is usually, for economic reasons, organized in some sort of multistage…mehr

Produktbeschreibung
Multilevel models are models specifically geared toward the statistical analysis of data that have a hierarchical or clustered structured. Such data arise routinely in various field, for instance in education research, where pupils are nested within schools, family studies with children nested within families, and medical research with patients nested within physicians or hospitals. Clustered data may also arise as a result of specific research design. For instance, in large scale survey research the data collection is usually, for economic reasons, organized in some sort of multistage sampling design that results in clustered or stratified design. Another example is longitudinal designs; on way of viewing longitudinal data is as a series of repeated measurements nested within individual subjects.
Autorenporträt
NAME: Ms. Alia Osman Sayed Saad, University of DmmamEDUCATION:Ph. D. in Econometrics & Social Statistics, Faculty of Economic & Social Studies, University of Khartoum (2008).M. Sc. in Econometrics &Social Statistics, Faculty of Economic & Social Studies, University of Khartoum (2003).B.Sc. (Honours) in Econometrics &Social Statistics.