Linear regression models, also known as linear models, are essential tools in various fields due to their simplicity and ease of interpretation. This workshop offers a comprehensive introduction to both simple and multiple linear regression.
What You'll Learn:
- Fundamentals of regression models and their assumptions
- How to interpret coefficients and conduct significance testing
- Exploring interactions between variables and using dummy variables
- Model-checking techniques, including residual plots and collinearity diagnostics
- Methods for model selection
Hands-On Experience: We'll demonstrate the analysis using R. Participants with basic programming knowledge are encouraged to bring a laptop for hands-on practice. No prior experience? No problem! You'll still gain a solid understanding of the concepts.
This in-person workshop will be held at DC 1568 (inside the DC library). Registration is free and open for all students, faculty, and staff at the University of Waterloo.
Registration
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