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5
Multilevel models for macro and micro data
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Multilevel models for macro and micro data
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Unit 5: Multilevel models for macro and micro data
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Before you start
5.1 Introduction
5.2 Learning objectives
5.3 Single level models
5.4 Multilevel models
5.5 Theoretical background
5.5.1 Model 1: Single level model: logistic regression
5.5.2 Model 2: Multilevel model: null model
5.5.3 Model 3: Multilevel model: varying intercepts
5.5.4 Model 4: Multilevel model: varying intercepts and slopes
5.5.5 Model 5: Multilevel model: combining survey and aggregate data
5.5.6 Model 6: Multilevel model: interactions of survey and aggregate data
5.6 Using MLwiN and interpreting the results
5.6.1 MLwiN background
5.6.2 MLwiN data
5.6.3 MLwiN exercise conclusions
5.7. Information about the datasets
5.7.1 The variables used in the Lmmd6.ws dataset
5.8. References/Further reading
