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Journal of Educational and Behavioral Statistics
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Hierarchical Models and Social Sciences

Nicholas T. Longford

Educational Testing Service

The view is presented that multilevel methods are just one element in a hypothetical complete analysis of observational data on human subjects. In most contexts several sources of uncertainty, in addition to those captured by a multilevel analysis, are present, and so the confidence placed in the results of a typical multilevel analysis is unrealistically optimistic. A "soft-ware-free" analysis of longitudinal data with rectangular design is outlined. Questions posed by the National Center for Education Statistics and elaborated by de Leeuw and Kreft are briefly discussed.

Key Words: educational process • noninformative allocation • observational study • uncertainty

Journal of Educational and Behavioral Statistics, Vol. 20, No. 2, 205-209 (1995)
DOI: 10.3102/10769986020002205


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