1 Introduction

2 Why does it work?

3 Asymptotic distribution

4 Power for testing independence

5 Multivariate extensions

6 Measuring conditional dependence

7 Application to nonparametric variable selection

8 A new proposal: Generalization to standard Borel spaces

9 R packages