Other Regression Models
This lecture covers the following topics:
- Multiple Linear Regression Models
- Vector Notation
- Analysis of Variance
- F-Test
- ANOVA Table for Multiple Linear Regression
- Problem of Multicollinearity
- Regression with Categorical Predictors
- Case Study 15.1: RPC performance
- Differing Conclusions
- Curvilinear Regression
- Curvilinear Regression: Other Examples
- Transformations
- Useful Transformations
- Box-Cox Transformations
- Case Study 15.2: Garbage collection
- Case Study 15.2: Garbage collection
- Outliers
- Common Mistakes in Regression
- Summary
- Exercise 15.1
- Exercise 15.2
Presentation slides in Adobe Acrobat Format:
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