Multilevel (Hierarchical) Modeling: What It Can and Cannot Do
نویسندگان
چکیده
منابع مشابه
Multilevel (Hierarchical) Modeling: What It Can and Cannot Do
Multilevel (hierarchical) modeling is a generalization of linear and generalized linear modeling in which regression coefficients are themselves given a model, whose parameters are also estimated from data. We illustrate the strengths and limitations of multilevel modeling through an example of the prediction of home radon levels in U.S. counties. The multilevel model is highly effective for pr...
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Multilevel (hierarchical) modeling is a generalization of linear and generalized linear modeling in which regression coefficients are themselves given a model, whose parameters are also estimated from data. We illustrate the strengths and limitations of multilevel modeling through an example of the prediction of home radon levels in U.S. counties. The multilevel model is highly effective for pr...
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ژورنال
عنوان ژورنال: Technometrics
سال: 2006
ISSN: 0040-1706,1537-2723
DOI: 10.1198/004017005000000661