From: Performance of the No-U-Turn sampler in multi-trait variance component estimation using genomic data
 |  | NUTS (LJK prior) | NUTS (IW prior) | GS |  REML |
---|---|---|---|---|---|
Correlation coefficient | Scenario 1 | Â | Â | Â | Â |
 |  Trait1 | 0.48 (0.08) | 0.49 (0.08) | 0.48 (0.08) | 0.49 (0.08) |
 |  Trait2 | 0.72 (0.06) | 0.72 (0.06) | 0.73 (0.06) | 0.73 (0.06) |
 | Scenario 2 |  |  |  |  |
 |  Trait1 | 0.27 (0.11) | 0.27 (0.11) | 0.23 (0.13) | 0.24 (0.11) |
 |  Trait2 | 0.51 (0.07) | 0.50 (0.07) | 0.45 (0.13) | 0.50 (0.07) |
RMSE | Scenario 1 | Â | Â | Â | Â |
 |  Trait1 | 0.88 (0.05) | 0.88 (0.05) | 0.88 (0.05) | 0.88 (0.05) |
 |  Trait 2 | 1.55 (0.07) | 1.57 (0.8) | 1.55 (0.07) | 1.55 (0.08) |
 | Scenario 2 |  |  |  |  |
 |  Trait1 | 0.96 (0.10) | 0.97 (0.12) | 0.97 (0.07) | 0.96 (0.08) |
 |  Trait2 | 1.89 (0.20) | 1.89 (0.22) | 1.96 (0.27) | 1.94 (0.30) |