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Multilevel Mixed Linear Model Analysis Using Iterative Generalized Least Squares
Vol. 73, No. 1 (Apr., 1986), pp. 43-56
Stable URL: http://www.jstor.org/stable/2336270
Page Count: 14
You can always find the topics here!Topics: Least squares, Children, Covariance, Maximum likelihood estimation, Consistent estimators, Classrooms, Linear models, Multilevel models, Variable coefficients, Random variables
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Models for the analysis of hierarchically structured data are discussed. An iterative generalized least squares estimation procedure is given and shown to be equivalent to maximum likelihood in the normal case. There is a discussion of applications to complex surveys, longitudinal data, and estimation in multivariate models with missing responses. An example is given using educational data.
Biometrika © 1986 Biometrika Trust