Gaussian mean estimation on Gaussian Model n=1000
95.895% CI CoverageNon-private MLE
Evaluation results
| Method | Links | |
|---|---|---|
| Non-private MLEε=0.52026.03 | 95.8 | |
| DP plug-in Waldε=102026.03 | 95.5 | |
| DP noise-aware Waldε=102026.03 | 95.5 | |
| Non-private MLEε=1.02026.03 | 95.4 | |
| DP plug-in Waldε=1.02026.03 | 95.1 | |
| DP noise-aware Waldε=1.02026.03 | 95.1 | |
| DP plug-in Waldε=0.12026.03 | 95 | |
| DP plug-in Waldε=5.02026.03 | 95 | |
| DP noise-aware Waldε=0.12026.03 | 95 | |
| DP noise-aware Waldε=5.02026.03 | 95 | |
| Non-private MLEε=5.02026.03 | 94.8 | |
| Non-private MLEε=102026.03 | 94.8 | |
| DP param. bootstrapε=102026.03 | 94.8 | |
| Non-private MLEε=0.12026.03 | 94.7 | |
| DP plug-in Waldε=0.52026.03 | 94.7 | |
| DP noise-aware Waldε=0.52026.03 | 94.7 | |
| DP param. bootstrapε=0.52026.03 | 94.5 | |
| DP param. bootstrapε=1.02026.03 | 94.5 | |
| DP param. bootstrapε=5.02026.03 | 94.5 | |
| DP param. bootstrapε=0.12026.03 | 94.4 | |
| Naive DP syntheticε=5.02026.03 | 84.8 | |
| Naive DP syntheticε=102026.03 | 83.1 | |
| Naive DP syntheticε=1.02026.03 | 67.9 | |
| Naive DP syntheticε=0.52026.03 | 49.9 | |
| Naive DP syntheticε=0.12026.03 | 14.6 |