Some friends and I (statistics grad students) would like to work through a good regression book. We're looking for
- single and multiple linear regression
- logistic regression
- model selection
- diagnostics
- splines
- penalized methods
- classifiers, trees
Can anyone recommend a book (or books) that cover these topics?