Causal Inference on DeFi Market Data
14Causal ErrorHide-and-Shill
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hide-and-Shillsynthetic noise injection=20%2025.07 | 14 | 4.2 | 1.3 | |
| DoubleMLsynthetic noise injection=20%2025.07 | 21 | 12.5 | 2.9 | |
| Causal Forestsynthetic noise injection=20%2025.07 | 32 | 18.4 | 3.8 | |
| Grangersynthetic noise injection=20%2025.07 | 48 | 32.7 | 5.2 |