Applied Regression Methods in Education, Fall 2008 (UGA)


Upcoming Workshops:

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

WorkshopDatesLocationInstructor
Diagnostic MeasurementMay 22-25, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaJonathan Templin
Introduction to Longitudinal Multilevel ModelsMay 30-June 2, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaLesa Hoffman

Applied Regression Methods in Education (ERSH 8320)
Fall Semester, 2008; University of Georgia

Course Documents
Syllabus
Homework Assignments
Homework #1
Homework #2
Homework #3
Homework #4
Homework #5
Homework #6
Homework #7
Homework #8
Lecture and Lab Files
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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