1 Introduction  
2 General Notation  
3 Overview of Influence and Influence Estimation  
4 Retraining-Based Influence Analysis  
5 Gradient-Based Influence Estimation  
6 Applications of Influence Analysis  
7 Future Directions  
8 Conclusions