Autoregressive Parameter Estimation on Synthetic AR(p) time series
125,000Success CountNN-based AR estimator
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NN-based AR estimatorp (model order)=Total, initialization=Yule-Walker equations2026.03 | 125,000 | 0 | — | |
| CMLp (model order)=Total, initialization=Yule-Walker equations2026.03 | 56,231 | 68,769 | 55 | |
| NN-based AR estimatorp (model order)=1, initialization=Yule-Walker equations2026.03 | 25,000 | 0 | — | |
| NN-based AR estimatorp (model order)=2, initialization=Yule-Walker equations2026.03 | 25,000 | 0 | — | |
| NN-based AR estimatorp (model order)=3, initialization=Yule-Walker equations2026.03 | 25,000 | 0 | — | |
| NN-based AR estimatorp (model order)=4, initialization=Yule-Walker equations2026.03 | 25,000 | 0 | — | |
| NN-based AR estimatorp (model order)=5, initialization=Yule-Walker equations2026.03 | 25,000 | 0 | — | |
| CMLp (model order)=1, initialization=Yule-Walker equations2026.03 | 18,760 | 6,240 | 75 | |
| CMLp (model order)=2, initialization=Yule-Walker equations2026.03 | 13,844 | 11,156 | 55 | |
| CMLp (model order)=3, initialization=Yule-Walker equations2026.03 | 9,745 | 15,255 | 39 | |
| CMLp (model order)=4, initialization=Yule-Walker equations2026.03 | 8,398 | 16,602 | 34 | |
| CMLp (model order)=5, initialization=Yule-Walker equations2026.03 | 5,484 | 19,516 | 22 |