Random Coefficient Models for Multilevel Analysis

Jan De Leeuw and Ita Kreft

Journal of Educational and Behavioral Statistics, 1986, vol. 11, issue 1, 57-85

Abstract: We propose a possible statistical model for both contextual analysis and slopes as outcomes analysis. These techniques have been used in multilevel analysis for quite some time, but a precise specification of the regression models has not been given before. We formalize them by proposing a random coefficient regression model, and we investigate its statistical properties in some detail. Various estimation methods are reviewed and applied to Dutch school-career example.

Keywords: Multilevel analysis; contextual analysis; random coefficient models (search for similar items in EconPapers)
Date: 1986
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Persistent link: https://EconPapers.repec.org/RePEc:sae:jedbes:v:11:y:1986:i:1:p:57-85

DOI: 10.3102/10769986011001057

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