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Random Coefficient Models for Multilevel Analysis
Jan de Leeuw, Department of Statistics, UCLA
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 a Dutch school-career example.
SUGGESTED CITATION: Jan de Leeuw,
"Random Coefficient Models for Multilevel Analysis"
(August 26, 2006).
Department of Statistics, UCLA.
Department of Statistics Papers.
Paper 2006082601.
http://repositories.cdlib.org/uclastat/papers/2006082601
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