Table 1.
Method | |||||||||
---|---|---|---|---|---|---|---|---|---|
25 | MLE | AVE | 1.6307 | 0.5108 | 0.1225 | 0.4188 | 0.1013 | 0.7059 | 0.9202 |
MSE | 0.9298 | 0.0978 | 1.2951 | 0.0937 | 1.4748 | 0.4114 | 1.0638 | ||
ACI | AVL | 1.0253 | 0.3506 | 1.1851 | 0.3420 | 1.3856 | 0.7198 | 1.0804 | |
CP | 0.9440 | 0.9260 | 0.9140 | 0.9280 | 0.9460 | 0.8520 | 0.8500 | ||
Bself | AVE | 1.5974 | 0.5043 | 0.1049 | 0.4081 | 0.0844 | 0.6919 | 0.9138 | |
MSE | 0.2932 | 0.0235 | 0.9010 | 0.0234 | 0.9447 | 0.1435 | 0.3554 | ||
Bllf-1 | AVE | 1.5726 | 0.5014 | 0.0478 | 0.4053 | 0.0090 | 0.6787 | 0.8802 | |
MSE | 0.2381 | 0.0228 | 0.9365 | 0.0226 | 1.0459 | 0.1222 | 0.2542 | ||
Bllf-2 | AVE | 1.6234 | 0.5073 | 0.1623 | 0.4109 | 0.1595 | 0.7061 | 0.9681 | |
MSE | 0.3647 | 0.0243 | 0.9426 | 0.0244 | 0.9751 | 0.1718 | 0.6732 | ||
BCI | AVL | 0.7165 | 0.2448 | 1.0647 | 0.2386 | 1.2184 | 0.5206 | 0.8390 | |
CP | 0.9800 | 0.9920 | 0.9220 | 0.9840 | 0.9580 | 0.9820 | 0.9880 | ||
50 | MLE | AVE | 1.5521 | 0.5111 | 0.1021 | 0.4053 | 0.1005 | 0.6511 | 0.8754 |
MSE | 0.3745 | 0.0414 | 0.4913 | 0.0375 | 0.6337 | 0.1387 | 0.3688 | ||
ACI | AVL | 0.6837 | 0.2479 | 0.7701 | 0.2405 | 0.9115 | 0.5137 | 0.7499 | |
CP | 0.9480 | 0.9560 | 0.9300 | 0.9460 | 0.9520 | 0.9280 | 0.9120 | ||
Bself | AVE | 1.5523 | 0.5070 | 0.0930 | 0.4021 | 0.0896 | 0.6580 | 0.8877 | |
MSE | 0.1922 | 0.0183 | 0.4244 | 0.0171 | 0.5244 | 0.0794 | 0.2319 | ||
Bllf-1 | AVE | 1.5371 | 0.5051 | 0.0663 | 0.4003 | 0.0531 | 0.6505 | 0.8683 | |
MSE | 0.1716 | 0.0178 | 0.4369 | 0.0169 | 0.5451 | 0.0738 | 0.1904 | ||
Bllf-2 | AVE | 1.5678 | 0.5090 | 0.1200 | 0.4040 | 0.1260 | 0.6658 | 0.9121 | |
MSE | 0.2183 | 0.0188 | 0.4279 | 0.0174 | 0.5324 | 0.0866 | 0.3174 | ||
BCI | AVL | 0.5585 | 0.1998 | 0.7339 | 0.1930 | 0.8547 | 0.3927 | 0.6321 | |
CP | 0.9660 | 0.9860 | 0.9340 | 0.9840 | 0.9580 | 0.9740 | 0.9760 | ||
100 | MLE | AVE | 1.5448 | 0.5016 | 0.1005 | 0.4076 | 0.1056 | 0.6587 | 0.8522 |
MSE | 0.1623 | 0.0193 | 0.2048 | 0.0186 | 0.2593 | 0.0763 | 0.1556 | ||
ACI | AVL | 0.4787 | 0.1711 | 0.5344 | 0.1665 | 0.6266 | 0.3646 | 0.4962 | |
CP | 0.9660 | 0.9660 | 0.9420 | 0.9460 | 0.9580 | 0.9360 | 0.9380 | ||
Bself | AVE | 1.5445 | 0.5006 | 0.0952 | 0.4044 | 0.0988 | 0.6610 | 0.8642 | |
MSE | 0.1169 | 0.0127 | 0.1935 | 0.0122 | 0.2400 | 0.0570 | 0.1284 | ||
Bllf-1 | AVE | 1.5357 | 0.4994 | 0.0820 | 0.4034 | 0.0807 | 0.6566 | 0.8546 | |
MSE | 0.1074 | 0.0127 | 0.1961 | 0.0120 | 0.2429 | 0.0539 | 0.1166 | ||
Bllf-2 | AVE | 1.5534 | 0.5017 | 0.1085 | 0.4055 | 0.1168 | 0.6654 | 0.8745 | |
MSE | 0.1281 | 0.0128 | 0.1947 | 0.0124 | 0.2440 | 0.0606 | 0.1442 | ||
BCI | AVL | 0.4254 | 0.1521 | 0.5184 | 0.1476 | 0.6027 | 0.2995 | 0.4440 | |
CP | 0.9640 | 0.9740 | 0.9380 | 0.9640 | 0.9620 | 0.9640 | 0.9620 | ||
200 | MLE | AVE | 1.5122 | 0.5028 | 0.0986 | 0.4014 | 0.1045 | 0.6384 | 0.8415 |
MSE | 0.0706 | 0.0096 | 0.0945 | 0.0091 | 0.1184 | 0.0323 | 0.0708 | ||
ACI | AVL | 0.3303 | 0.1222 | 0.3718 | 0.1183 | 0.4404 | 0.2668 | 0.3620 | |
CP | 0.9540 | 0.9320 | 0.9360 | 0.9500 | 0.9560 | 0.9680 | 0.9600 | ||
Bself | AVE | 1.5136 | 0.5020 | 0.0953 | 0.4001 | 0.1003 | 0.6410 | 0.8487 | |
MSE | 0.0588 | 0.0077 | 0.0930 | 0.0073 | 0.1152 | 0.0273 | 0.0644 | ||
Bllf-1 | AVE | 1.5090 | 0.5014 | 0.0888 | 0.3995 | 0.0912 | 0.6387 | 0.8436 | |
MSE | 0.0570 | 0.0077 | 0.0941 | 0.0073 | 0.1159 | 0.0268 | 0.0612 | ||
Bllf-2 | AVE | 1.5183 | 0.5027 | 0.1019 | 0.4007 | 0.1094 | 0.6433 | 0.8538 | |
MSE | 0.0610 | 0.0078 | 0.0927 | 0.0073 | 0.1163 | 0.0280 | 0.0684 | ||
BCI | AVL | 0.3080 | 0.1139 | 0.3647 | 0.1102 | 0.4298 | 0.2166 | 0.3210 | |
CP | 0.9600 | 0.9480 | 0.9380 | 0.9640 | 0.9500 | 0.9560 | 0.9560 |
Bself, Bllf-1, Bllf-2 denotes the Bayes estimates under SELF, llf-1 and llf-2 respectively.