1. Causality
2. Pearl J 1998 Why there is no statistical test for confounding, why many think there is, and why they are almost right http://ftp.cs.ucla.edu/pub/stat_ser/r256.pdf
3. Pearl J 1999 Simpson's paradox: An anatomy http://ftp.cs.ucla.edu/pub/stat_ser/r264.pdf