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Examples of some of the models that can be run using HLM are listed below. Each example has three sections: a description of the model, the creation of the command file for the model, and annotated output.

Examples of level-2 linear models (HLM2): HS&B data: random intercept-and-slope model HS&B data: random intercept model HS&B data: exploratory data analysis

Examples of level-3 linear models (HLM3): Public Schools data: unconditional model Public Schools data: random intercept and slope model Public Schools data: model with fixed and random slopes

Examples of level-2 nonlinear models (HGLM): Thai data: Bernoulli model Thai data: binomial model Thai data: Poisson model (constant exposure) Teacher data: multinomial model Teacher data: ordinal model

Examples of level-2 multivariate linear models (HMLM): National Youth Survey: A latent variable analysis National Youth Survey data: model with heterogeneous level-1 variance National Youth Survey data: model with log-linear level-1 variance National Youth Survey data: model with AR structure at level-1

Examples of level-2 multivariate linear models (HMLM): Public Schools data: model with heterogeneous level-1 variance

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