Modern Regression
Techniques:

A Practical Guide for
Students and Researchers

Daniel B. Wright and Kamala London

London: Sage
Publications

The royalties go  to the American Partnership for Eosinophilic
Diseases (see http://www.apfed.org/).

Artwork above is repeated copies of "Abide
with me" by Soni Wright, 2007.

Chapters:

1 - Very brief introduction to R

2 - The basic regression

3 - ANOVA as regression

4 - ANCOVA: Lord's paradox and mediation analysis

5 - Model selection and shrinkage

6 - Generalized linear models (GLMs)

7 - Regression splines and generalized additive models
(GAMs)

8 - Multilevel modeling

9 - Robust regression

10 - Summary

Datasets

Code

Introduction to
EE