This three-day course examines regression techniques used to explore the relationships between predictor variables and interval scale or categorical outcomes. You will develop an understanding of when and how to apply regression analysis and how to interpret the results. Additionally, the course will cover some preliminary data analysis steps, how to check the underlying assumptions and suggestions of how to proceed when your assumptions fail.
- Introduction to Regression
- Examining data
- Simple Regression
- Multiple Regression
- Stepwise Regression
- Influential Points and Multicollinearity
- Dummy variables
- Logistic Regression
- Multinomial Logistic Regression
- Modeling Interactions
- Polynomial Regression
- Nonlinear Regression
Course Duration: 3 Full Days
Venues: Gauteng and Cape Town
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