A general model for the analysis of multilevel data |
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Authors: | Harvey Goldstein Roderick P. McDonald |
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Affiliation: | (1) University of London Institute of Education, UK;(2) Macquarie University, UK;(3) Institute of Education, 20 Bedford Way, WC1H OAL London, United Kingdom |
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Abstract: | A general model is developed for the analysis of multivariate multilevel data structures. Special cases of the model include repeated measures designs, multiple matrix samples, multilevel latent variable models, multiple time series, and variance and covariance component models.We would like to acknowledge the helpful comments of Ruth Silver. We also wish to thank the referees for helping to clarify the paper. This work was partly carried out with research funds provided by the Economic and Social Research Council (U.K.). |
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Keywords: | complex surveys mixed effects models multivariate linear model repeated measures time series variance component models |
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