### Upcoming Workshops:

Thank you for visiting my course notes. Here are some upcoming opportunities to learn from me and my colleagues in person:

Workshop | Dates | Location | Instructor |
---|---|---|---|

Currently no workshops are planned |

##### Advanced Multivariate Statistical Models

Summer, 2012: University of Georgia

##### Course Documents

Materials |
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Syllabus |

Zipped Folder of All Materials |

Day 1 Lecture Slides |

Day 2 Lecture Slides |

Day 3 Lecture Slides |

##### Lecture Slides and Example Files

Lecture | Topic | ||
---|---|---|---|

1 | Introduction to Matrix Algebra and Principal Components Analysis | Slides | Zipped Folder of Files |

2 | Univariate and Multivariate Statistical Distributions | Slides | Zipped Folder of Files |

3 | Univariate Linear Models (with Matrices)Repeated Measures ANOVA/GLMMultivariate ANOVA/GLM | Slides | Zipped Folder of Files |

4 | Missing Data Methods (Part I): Multiple Imputation | Slides | Zipped Folder of Files |

5 | Maximum Likelihood Estimation | Slides | Zipped Folder of Files |

6 | Repeated Measures ANOVA/GLM Multivariate ANOVA/GLM in PROC MIXED | Slides | Zipped Folder of Files |

7 | Introduction to Multilevel Models | Slides | Zipped Folder of Files |

8 | Introduction to Longitudinal Models | Slides | Zipped Folder of Files |

9 | Confirmatory Factor Analysis | Slides | Zipped Folder of Files |

10 | Exploratory Factor Analysis (and Principal Components Analysis)-and- Conducting Exploratory Analyses with CFA | Slides | Zipped Folder of Files |