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Topics for STAT 5214G - Advanced Methods of Regression Analysis
- Multiple regression including variable selection procedures
- detection and effects of multicollinearit
- identification and effects of influential observations
- residual analysis
- use of transformations
- Non-linear regression,
- use of indicator variables
- logistic regression
- Use of SAS.
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