9.7 What to watch out for
- Representative sample
- Range of prediction should match observed range of X in sample
- Use of nominal or ordinal, rather than interval or ratio data
- Errors-in-variables
- Correlation does not imply causation
- Violation of assumptions
- Influential points
- Appropriate model
- Multicollinearity