# 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