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 

Currently no workshops are planned 
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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