1 INTRODUCTION

2 THE NEED FOR CAUSALITY: AN EXAMPLE

3 PRELIMINARIES AND NOTATION

4 CAUSALITY-BASED FAIRNESS NOTIONS

5 COMPUTING CAUSAL QUANTITIES FROM OBSERVABLE DATA

6 SUITABILITY AND APPLICABILITY

7 CONCLUSION