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Ker, H. W. – Universal Journal of Educational Research, 2014
Multilevel data are very common in educational research. Hierarchical linear models/linear mixed-effects models (HLMs/LMEs) are often utilized to analyze multilevel data nowadays. This paper discusses the problems of utilizing ordinary regressions for modeling multilevel educational data, compare the data analytic results from three regression…
Descriptors: Effective Schools Research, Hierarchical Linear Modeling, Regression (Statistics), Comparative Analysis