### 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 |
---|---|---|---|

Diagnostic Measurement | May 22-25, 2017 | Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina | Jonathan Templin |

Introduction to Longitudinal Multilevel Models | May 30-June 2, 2017 | Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina | Lesa Hoffman |

##### Multivariate Statistical Methods

Summer, 2005: University of Kansas

##### Course Documents

Materials |
---|

Syllabus |

##### Lecture Slides and Example Files

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

1 | Introduction |

Slides | |

2 | SAS/Matrices |

Slides | |

3 | Matrix Algebra |

Slides | Data |

SAS Syntax | |

4 | Multivariate Normal Distribution |

Slides | Data |

SAS Syntax | |

5 | Mean Vector Inferences |

Slides | Data |

SAS Syntax | |

6 | Comparison of Several Mean Vectors |

Slides | SAS Syntax |

7 | Multivariate ANOVA |

Slides | Data #1 |

Data #2 | Data #3 |

SAS Syntax | |

8 | Profile Analysis/Multivariate Regression |

Slides | Data #1 |

SAS Syntax | |

9 | Case Studies |

Slides | Data #1 |

Data #2 | Data #3 |

SAS Syntax #1 | SAS Syntax #2 |

10 | Principal Components Analysis |

Slides | Data #1 |

Data #2 | Data #3 |

SAS Syntax | |

11 | Introduction to Factor Analysis |

Slides | Data |

SAS Syntax | |

12 | Canonical Correlation |

Slides | Data |

SAS Syntax | |

13 | Discrimination and Classification |

Slides | Data |

SAS Syntax | |

14 | Distance Based Scaling |

Slides | SAS Syntax |

##### Homework

Assignments |
---|

Homework #2 |

Homework #3 |

Homework #4 |

Homework #5 |

Homework #6 |

Homework #7 |

Homework #8 |

##### Midterm

Midterm | Midterm Data Set #1 | Midterm Data Set #2 |

##### Final

Final | Final Data Set |