### 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 |
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Currently no workshops are planned |

### Applied Regression Methods in Education (ERSH 8320)

Fall Semester, 2008; University of Georgia

Course Documents |
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Syllabus | ||

Homework Assignments |
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Homework #1 | ||

Homework #2 | ||

Homework #3 | ||

Homework #4 | ||

Homework #5 | ||

Homework #6 | ||

Homework #7 | ||

Homework #8 | ||

Lecture and Lab Files |
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Week 1: Introduction/Basic Math and Statistics Review | ||

Lecture: | Slides | Audio |

Lab: | Audio | |

Week 2: Simple Linear Regression | ||

Lecture: | Slides | No Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 3: Regression Diagnostics | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 4: Multiple Regression | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 5: Partial and Semipartial Correlation | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 6: Prediction, Explanation, Cross-Validation, and Variable Selection Techniques | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 7: Review | ||

Lecture: | Handout | Audio |

Week 8: Variance Partitioning | ||

Lecture: | Slides | Audio #1 |

Audio #2 | ||

Week 9: Analysis of Effects/Statistical Case Studies | ||

Lecture: | Slides | Audio #1 |

Audio #2 | ||

Data: | Example Data #1 | Example Data #2 |

Example Data #3 | ||

Week 10: Regression with a Categorical Independent Variable | ||

Lecture: | Slides | Audio #1 |

Audio #2 | ||

Lab: | Handout | No Audio |

Data: | Example Data | |

Week 11: Multiple Categorical Independent Variables/Curvilinear Regression | ||

Lecture: | Slides | No Audio |

Lab: | Handout | No Audio |

Data: | Example Data #1 | Example Data #2 |

Week 12: Categorical and Continuous Independent Variables | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data | |

Week 13: Analysis of Covariance | ||

Lecture: | Slides | Audio |

Lab: | Handout | Audio |

Data: | Example Data |

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