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 2225, 2017  Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina  Jonathan Templin 
Introduction to Longitudinal Multilevel Models  May 30June 2, 2017  Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina  Lesa Hoffman 
Course Documents  
Syllabus 

Homework Assignments  
Homework #1 

Homework #2 

Homework #3 

Homework #4 

Tests  
Midterm 

Final 

Lectures 

Lecture 1 – Simple Linear Regression  
Slides  
Example 1 Data  Example 2 Data 

Lecture 2 – Simple Linear Regression  
Slides  Audio  
Lecture 3 – Introduction to SPSS  
Audio  
Lecture 4 – Introduction to SPSS, Part 2  
Audio  
Lecture 5 – Regression Diagnostics  
Slides  Audio  
Lecture 6 – Multiple Regression: 2 IVs  
Slides  Audio  
Example Data  
Lecture 7 – Multiple Regression Lab  
Handout  Audio  
Example Data  
Lecture 8 – Multiple Regression: 2 IVs  
Slides  Audio  
Example Data  
Lecture 9 – Homework Discussion  
Audio  
Lecture 10 – Matrix Algebra  
Slides  Audio  
Lecture 11 – Matrix Applications in Regression and Statistics  
Slides  
Example Data  Matlab Code  
Lecture 12 – Statistical Control Techniques: Partial and Semipartial Correlation  
Slides  Audio  
Example Data  
Lecture 13 – Midterm Discussion  
Audio  
Lecture 14 – Prediction and Explanation  
Slides  Audio  
Example Data  
Lecture 15 – CrossValidation and Variable Selection Techniques  
Slides  Audio  
Example Data #1  Example Data #2  
Lecture 16 – Variance Partitioning  
Slides  Audio  
Lecture 17 – Analysis of Effects  
Slides  Audio  
Lecture 18 – Regression with a Categorical Independent Variable  
Slides  
Lecture 19 – Analysis of Covariance  
Slides  Audio 
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