Workshop co-taught with Robert Henson (who created most of the material listed below). Please note: most slides refer to hierarchical linear models as these are commonly called in many fields.

##### Course Documents

Materials |
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Zipped Folder of All Files |

##### Lecture Slides and Example Files

Lecture | Topic |
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1 | Introduction |

Slides | |

2 | Basic Models |

Slides | |

3 | Illustration and the Use of HLM |

Slides | Data |

4 | Three-level Analyses |

Slides | |

HLM MDM File | HLM MDMT File |

5 | Assessing the Adequacy of Hierarchical Models |

Slides | Data |

6 | Using Hierarchical Linear Models to Measure Growth |

Slides | |

Random Coefficients MDM File | Random Coefficients MDMT File |

Quadratic Coefficients MDM File | Quadratic Coefficients MDM File |

7 | HLM Extensions: Growth Mixture Models |

Slides | Data |

Mplus Input File (2 Class) | Mplus Output File |

8 | Hierarchical Generalized Linear Models |

Slides | |

Binomial Example MDM File | Binomial Example MDMT File |

9 | Framing Item Response Models as Hierarchical Linear Models |

Slides | |

IRT Example MDM File | IRT Example MDMT File |

10 | Further Modeling Extensions: Diagnostic Assessment (Cognitive Diagnosis Models) |

Slides |