Methods | n = 100 | n = 200 | n = 300 | n = 400 | ||||
Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | |
MLE | 0.8736 | 1.5627 | 0.8203 | 1.2564 | 0.7805 | 1.1229 | 0.7808 | 1.0993 |
MALLOWS | 0.8742 | 1.5535 | 0.7988 | 1.2115 | 0.7835 | 1.1340 | 0.7947 | 1.1442 |
CUBIF | 0.8799 | 1.5888 | 0.7811 | 1.1654 | 0.7754 | 1.1215 | 0.7728 | 1.0486 |
WMLEw1 | 0.3322 | 0.2800 | 0.0691 | 0.1492 | 0.5345 | 0.4209 | 0.4261 | 0.2946 |
WMLEw2 | 0.3288 | 0.2424 | 0.0165 | 0.1578 | 0.4666 | 0.3274 | 0.4301 | 0.3053 |